{"id":"W4238176880","doi":"10.1007/978-3-319-24612-3_2150","title":"Schermer, Julie Aitken","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000355118,0.0006643764,0.000356056,0.001148321,0.001909181,0.003315779,0.0004692913,0.001433146,0.09191347],"category_scores_gemma":[0.0008565411,0.0003356999,0.0001756921,0.001104834,0.001042928,0.003967686,0.001207983,0.002811824,0.05525961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546695,"about_ca_system_score_gemma":0.001180367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442906,"about_ca_topic_score_gemma":0.01167152,"domain_scores_codex":[0.999835,0.00003228853,0.000006095449,0.00003162937,0.00007523435,0.0000198018],"domain_scores_gemma":[0.9997931,0.000097967,0.000008682355,0.00001242218,0.00005947238,0.00002834462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001327856,0.00002122483,0.00003096703,0.00009623923,0.000001612343,0.00004414717,0.0005180624,0.00009036658,0.0001765461,0.1367771,0.7774361,0.08479426],"study_design_scores_gemma":[8.655288e-7,0.000001378819,0.00003286998,0.00005558032,6.022627e-7,0.00002823537,0.000111628,0.00002060496,0.00003865089,0.01002866,0.9896792,0.000001688387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004101834,0.05802524,0.001280341,0.01252806,0.006551636,0.00001971536,0.0001219366,0.00009061327,0.9209723],"genre_scores_gemma":[0.002095022,0.01326875,0.0003897827,0.00156588,0.0004720576,0.00001265594,0.0000477101,0.00009108973,0.9820571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09191347,"threshold_uncertainty_score":0.3074812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367162526302216,"score_gpt":0.3327887275499799,"score_spread":0.2791171022869577,"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."}}