{"id":"W2565312951","doi":"10.36737/01230425.n4.244","title":"Apocalípticos e integrados","year":2015,"lang":"es","type":"article","venue":"Educación y Ciudad","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004966247,0.0002894839,0.0002833805,0.0004941679,0.0001532422,0.0004186454,0.001334719,0.0002488702,0.0001822281],"category_scores_gemma":[0.000454829,0.0002825964,0.00009010421,0.001839879,0.0002516803,0.0004844898,0.0003461718,0.0005130923,0.002543891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172984,"about_ca_system_score_gemma":0.001527649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364105,"about_ca_topic_score_gemma":0.000004374386,"domain_scores_codex":[0.9979046,0.00008074575,0.0004655238,0.0006116686,0.0004162958,0.0005211633],"domain_scores_gemma":[0.9976026,0.0001142569,0.0001829989,0.001126207,0.0006784321,0.0002954904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003280086,0.0004504404,0.003591007,0.0000145802,0.00003443726,0.000008564411,0.000814853,0.000005550084,0.000119452,0.8634634,0.07148235,0.06001208],"study_design_scores_gemma":[0.000643395,0.0003748549,0.007367723,0.0001333604,0.00003435866,0.0001918627,0.001900224,0.003863881,0.002021254,0.1036682,0.8790593,0.0007415371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.510111,0.0039158,0.1182764,0.2792866,0.02330079,0.0008744065,0.00003514398,0.001072087,0.06312772],"genre_scores_gemma":[0.9685503,0.00003018514,0.0250893,0.001392698,0.0008265028,0.00006060147,0.00001788152,0.00002639192,0.004006174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807577,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539942308688454,"score_gpt":0.3210008081715302,"score_spread":0.2670065773026848,"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."}}