{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"cb0dd23bb39f","filters":{"venue":"Bio-grafía"}},"results":[{"id":"W2776171608","doi":"10.17227/bio-grafia.extra2017-7317","title":"EVALUACIÓN ALTERNATIVA Y HERRAMIENTAS DE EVALUACIÓN EN LA ENSEÑANZA DEL CONCEPTO “RESPIRACIÓN”","year":2017,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04293805675509683,"gpt":0.3918161499390737,"spread":0.3488780931839768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001853671,0.0004922922,0.0004562971,0.000449206,0.001244322,0.001375696,0.003855145,0.0005174621,0.0003362957],"category_scores_gemma":[0.001177696,0.0004953603,0.0002110502,0.0005000695,0.0009620356,0.0007935308,0.001165818,0.0006566109,0.0005809381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785721,"about_ca_system_score_gemma":0.0009957583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005957464,"about_ca_topic_score_gemma":0.00002845894,"domain_scores_codex":[0.9961636,0.0004350692,0.0006971469,0.001063533,0.0007792349,0.0008614009],"domain_scores_gemma":[0.9951658,0.0004629579,0.0007521265,0.002686431,0.0007025126,0.0002301576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002270235,0.0005303385,0.06993935,0.00006720928,0.0002105402,0.00007185196,0.001062275,0.00003454026,0.004561579,0.7911473,0.01347818,0.1188741],"study_design_scores_gemma":[0.002581793,0.0005507848,0.5062801,0.0004819076,0.0001952736,0.000378075,0.0005727872,0.03473226,0.0152126,0.05194056,0.385404,0.001669948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937642,0.001634907,0.01791301,0.02476601,0.003137284,0.0007071682,0.0001040318,0.0003432788,0.01375227],"genre_scores_gemma":[0.9816558,0.0001873438,0.01388383,0.001048863,0.0007418429,0.0001256212,0.0000246831,0.00004747813,0.002284554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7392068,"threshold_uncertainty_score":0.9997498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781320471","doi":"10.17227/bio-grafia.extra2017-7319","title":"VISIÓN DE LA CIENCIA: ¿COINCIDE EL ALUMNADO CON EL PROFESORADO DE CIENCIAS?","year":2017,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Educational methodologies and cognitive development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07919722604323431,"gpt":0.4476406535775929,"spread":0.3684434275343585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004608684,0.0004666978,0.0005154206,0.000214197,0.001319579,0.0004447808,0.001397212,0.0006211749,0.0008739505],"category_scores_gemma":[0.005017904,0.0004527225,0.0002282523,0.0002126857,0.001137955,0.0001882546,0.000412797,0.0006580743,0.0007277724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362047,"about_ca_system_score_gemma":0.001747998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049958,"about_ca_topic_score_gemma":0.00004879525,"domain_scores_codex":[0.9953046,0.001561361,0.0005604995,0.0009083789,0.0004441748,0.001221023],"domain_scores_gemma":[0.995846,0.001681132,0.0006481178,0.001084183,0.0003693227,0.0003711897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640737,0.001147912,0.7248142,0.0001678994,0.00031177,0.0002676913,0.006650667,0.000001304092,0.01118719,0.06484897,0.02509364,0.1652447],"study_design_scores_gemma":[0.0008402673,0.0002024557,0.9154226,0.0002088676,0.00009380069,0.000126272,0.00512047,0.00001769157,0.003992604,0.01039425,0.06303907,0.0005417176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033701,0.001477468,0.001300916,0.006075042,0.002403461,0.0006181449,0.00009533067,0.00009785562,0.08456171],"genre_scores_gemma":[0.9777181,0.0007092751,0.01278511,0.002959051,0.000973584,0.0002296385,0.00002325287,0.00006018327,0.004541832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906083,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2475472564","doi":"10.17227/20271034.vol.0num.0bio-grafia122.132","title":"REFLEXIÓNES EN TORNO A LA PROBLEMÁTICA DE INTRODUCCIÓN DE PLANTAS EXÓTICAS PRESENTES EN MI COLEGIO, UNA OPORTUNIDAD EN LA CONSTRUCCIÓN DEL CONCEPTO DE BIODIVERSIDAD","year":2014,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0111555146372161,"gpt":0.2519938712844695,"spread":0.2408383566472534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002501522,0.0005083368,0.0005655863,0.00007035643,0.0005742985,0.0006268144,0.001330502,0.000654547,0.0003612212],"category_scores_gemma":[0.0008821434,0.0002695046,0.000239854,0.0005069578,0.001268123,0.0002973978,0.0004031734,0.0004424943,0.0001285782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561562,"about_ca_system_score_gemma":0.0002911057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723064,"about_ca_topic_score_gemma":0.0005257187,"domain_scores_codex":[0.9949804,0.001827705,0.0005053807,0.0008695822,0.0005503689,0.001266572],"domain_scores_gemma":[0.9955186,0.003226394,0.0002662672,0.0002144032,0.0001084146,0.0006659619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003490852,0.0004589474,0.7010627,0.000173532,0.0001939228,0.0002265606,0.003074047,0.00001195458,0.1823901,0.04869717,0.03064657,0.03271535],"study_design_scores_gemma":[0.001503659,0.001605645,0.4531067,0.00085215,0.0003729664,0.001061863,0.01007164,0.001730617,0.02461597,0.0091406,0.494016,0.001922246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778183,0.0005912844,0.00003655224,0.008554494,0.0002353545,0.0004190173,0.0004799156,0.0001818432,0.01168327],"genre_scores_gemma":[0.9949895,0.001289716,0.001219062,0.00051613,0.001016126,0.00003749856,0.000115446,0.000006283801,0.0008102931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4633694,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2484419529","doi":"10.17227/20271034.vol.0num.0bio-grafia526.534","title":"TRANSFORMANDO LAS PRÁCTICAS DE EVALUACIÓN EN EL AULA. DESCRIPCIÓN DE UNA EXPERIENCIA EN LA ENSEÑANZA DEL CONCEPTO DE BIODIVERSIDAD.","year":2014,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Environmental and sustainability education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.006820134425700344,"gpt":0.2842505110138429,"spread":0.2774303765881425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001816254,0.0004711247,0.0003526816,0.00009562027,0.000472701,0.0001552248,0.0006227327,0.000456761,0.00139959],"category_scores_gemma":[0.0003205755,0.0004710143,0.0002382993,0.0002645203,0.0011125,0.0004638098,0.0002095436,0.0003862074,0.0005561205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826927,"about_ca_system_score_gemma":0.0002297526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164075,"about_ca_topic_score_gemma":0.00006926284,"domain_scores_codex":[0.996022,0.00108561,0.0004456129,0.0007307687,0.0005737585,0.001142188],"domain_scores_gemma":[0.9983366,0.0003891911,0.0001266383,0.0005388944,0.00001832383,0.0005903256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002510386,0.001148474,0.7772563,0.0002482607,0.00008099411,0.00003472063,0.07067396,0.0005154966,0.08673524,0.002244521,0.002638182,0.05817277],"study_design_scores_gemma":[0.001693881,0.0005505513,0.8160896,0.0001018844,0.0002175688,0.0001103896,0.02743421,0.003477373,0.04361508,0.002256943,0.1035318,0.0009207225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913188,0.0002663895,0.001973183,0.001649635,0.0001810292,0.0006603507,0.00005243794,0.00008956979,0.003808599],"genre_scores_gemma":[0.9948556,0.0003731918,0.002698085,0.0008479038,0.0001981289,0.0001099998,0.00003065046,0.00004188671,0.0008445472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008936,"threshold_uncertainty_score":0.9997742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2776611919","doi":"10.17227/bio-grafia.extra2017-7149","title":"ESTABLECIENDO RELACIONES ENTRE MIS ACTIVIDADES COTIDIANAS Y EL FENÓMENO DEL CALENTAMIENTO GLOBAL","year":2017,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Educational methodologies and cognitive development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.08543294587722111,"gpt":0.4160047469257462,"spread":0.3305718010485251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008287734,0.0006035478,0.0006049561,0.0001409243,0.001437009,0.000579764,0.001178178,0.0004524925,0.002312943],"category_scores_gemma":[0.001402529,0.0005816359,0.0002856753,0.0002430866,0.0006472908,0.0002903569,0.0003779423,0.000363417,0.001782903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188687,"about_ca_system_score_gemma":0.0004860536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318773,"about_ca_topic_score_gemma":0.0001953666,"domain_scores_codex":[0.9959261,0.0006623461,0.0006024204,0.001170467,0.0005412539,0.001097376],"domain_scores_gemma":[0.99659,0.000684335,0.0007043846,0.001241623,0.0003829015,0.0003967481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004938366,0.001380681,0.7185214,0.0001643001,0.0008067674,0.0001309679,0.002105152,0.000001258684,0.0008040672,0.05106557,0.0426304,0.1818957],"study_design_scores_gemma":[0.001219702,0.000185648,0.8080431,0.0002330585,0.0001778253,0.00005124593,0.009171094,0.000003504402,0.001383192,0.002604095,0.1762919,0.000635653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768395,0.004959457,0.0006936978,0.01714486,0.008736505,0.0008967075,0.0009880129,0.0001305781,0.08961069],"genre_scores_gemma":[0.9798024,0.001379707,0.004385695,0.0009636216,0.0008180104,0.0001526166,0.0001251236,0.0000521741,0.01232059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18126,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}