{"id":"W6929386760","doi":"10.4224/23002122","title":"Paul Aveling Redhead","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Suncor Energy Incorporated","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00233737,0.0006116821,0.0007707341,0.003549149,0.004707114,0.006107583,0.001292829,0.00140648,0.4286399],"category_scores_gemma":[0.009184351,0.0006813912,0.0003096655,0.004083828,0.001226078,0.004196926,0.003417044,0.002994683,0.2854107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098962,"about_ca_system_score_gemma":0.004692699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012639,"about_ca_topic_score_gemma":0.03832317,"domain_scores_codex":[0.9979503,0.0002982447,0.0001004621,0.0004037579,0.00109063,0.0001566729],"domain_scores_gemma":[0.9949093,0.0008301508,0.0002414529,0.0008382894,0.002471714,0.0007090204],"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":[0.000009520492,0.000002922873,0.00003216456,0.00004099056,6.457219e-7,0.00001403494,0.00008477095,0.000005228903,0.00003759324,0.002381623,0.9794519,0.01793864],"study_design_scores_gemma":[6.335101e-7,0.000001170978,0.0001004267,0.00004163697,3.502127e-7,0.00002173668,0.00005298272,0.000004176082,0.00004697716,0.0003069217,0.9994204,0.000002548285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001145361,0.01967406,0.002428853,0.03634064,0.02485664,0.0001554023,0.01321944,0.002731696,0.8994479],"genre_scores_gemma":[0.00282929,0.006272583,0.001160077,0.00275366,0.001570899,0.00006189094,0.002717803,0.001144557,0.9814892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4286399,"threshold_uncertainty_score":0.8149759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242951782382528,"score_gpt":0.393988893479397,"score_spread":0.3415593756555718,"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."}}