{"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,"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"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"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07919722604323431,"score_gpt":0.4476406535775929,"score_spread":0.3684434275343585,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}