{"id":"W4254391355","doi":"10.1017/9781108614832.006","title":"Verdict: Immature, Not Doomed","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Verdict; Relation (database); Section (typography); Law; History; Sociology; Political science; Advertising; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001101436,0.0004766654,0.0005559476,0.0002158722,0.0001613273,0.00003879532,0.0005886019,0.0006725752,0.0001962264],"category_scores_gemma":[0.000005954721,0.0005415417,0.0003212561,0.000008514971,0.0001593553,0.00004032489,0.0003897425,0.00101822,0.001278311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968067,"about_ca_system_score_gemma":0.0001456664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007161807,"about_ca_topic_score_gemma":8.154129e-7,"domain_scores_codex":[0.9981948,0.00004593337,0.0002201923,0.0008166045,0.0003078884,0.0004145675],"domain_scores_gemma":[0.9986265,0.00008612532,0.0002604442,0.0007491501,0.00009598094,0.0001817872],"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":[0.0005047088,0.00001321877,0.000008161469,0.00004973403,0.0003555935,0.0005022991,0.0001611254,3.963576e-7,0.00003558533,0.8334837,0.1631148,0.001770647],"study_design_scores_gemma":[0.001026654,0.00007904632,0.002443672,0.0001738398,0.00016755,0.00003086693,0.00003900537,0.000001713714,0.00004427269,0.000003356196,0.9953775,0.0006125666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003479427,0.0002160914,0.00002846264,0.00004619164,0.001396099,0.0004441935,0.0002630531,0.0002291329,0.9970288],"genre_scores_gemma":[0.004845221,0.00004110745,0.00004462354,0.0003236707,0.0002859712,5.730893e-7,0.0001362177,0.00008648752,0.9942361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8334804,"threshold_uncertainty_score":0.9997036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108685225977091,"score_gpt":0.2165161575640051,"score_spread":0.1954293053042342,"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."}}