{"id":"W4244090509","doi":"10.29173/eureka28757","title":"Full Issue","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eurostars; York University","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001071245,0.0006189523,0.0008269216,0.001351995,0.001416171,0.004005443,0.001386156,0.00240603,0.7871747],"category_scores_gemma":[0.005089423,0.0003044925,0.0005147804,0.001064458,0.0005197899,0.00256979,0.001843781,0.002489404,0.6719241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242391,"about_ca_system_score_gemma":0.002042524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102199,"about_ca_topic_score_gemma":0.002229954,"domain_scores_codex":[0.9990264,0.0001254308,0.00005502172,0.0002092201,0.0004779928,0.0001058798],"domain_scores_gemma":[0.9964665,0.0004474974,0.0001388076,0.0003074125,0.001356556,0.001283163],"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":[0.000007534399,0.00001211653,0.00006201988,0.00003260635,0.000001097285,0.00001640833,0.00001359179,0.00000638873,0.0000569588,0.001286176,0.9738684,0.02463675],"study_design_scores_gemma":[0.000002742379,0.000004195826,0.0001891696,0.00002692476,6.316826e-7,0.00002723214,0.00002043433,0.00001157601,0.00002567952,0.0004547375,0.9992352,0.000001462686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004887483,0.004702182,0.001070429,0.04462793,0.05645385,0.0001789813,0.003867396,0.00134333,0.8872672],"genre_scores_gemma":[0.001542927,0.001282237,0.00023498,0.00416323,0.006464169,0.00004816354,0.001007579,0.0002499186,0.9850067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2128253,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305830499307441,"score_gpt":0.3566662376642479,"score_spread":0.3336079326711734,"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."}}