{"id":"W4395703180","doi":"10.21428/3e88f64f.7c9196d9","title":"Review: Pollicy","year":2024,"lang":"en","type":"article","venue":"Reviews in Digital Humanities","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","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":[0.007386351,0.002808105,0.007492677,0.01456858,0.00190833,0.009966594,0.003635956,0.008783969,0.05826104],"category_scores_gemma":[0.03320333,0.001230322,0.001868426,0.01441702,0.003241164,0.00630222,0.00586689,0.005586353,0.02966683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00570313,"about_ca_system_score_gemma":0.01345945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007736995,"about_ca_topic_score_gemma":0.01320308,"domain_scores_codex":[0.9926285,0.002273099,0.001304659,0.001086485,0.002191541,0.0005156206],"domain_scores_gemma":[0.9857087,0.005541045,0.001799455,0.0008986313,0.005031039,0.001021063],"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":[0.00009116332,0.00001171404,0.00004377865,0.0218864,0.0001253926,0.00004779963,0.00007214631,0.00003074784,0.00008516023,0.0006903513,0.89378,0.08313535],"study_design_scores_gemma":[0.00006214059,0.00001525519,0.0002246185,0.01684588,0.0001907953,0.00008993486,0.00006041098,0.000009517971,0.00002430005,0.0006090119,0.9818547,0.00001346061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004585029,0.9123632,0.0001831128,0.030627,0.05030907,0.0001773068,0.0006447416,0.00006981161,0.005579829],"genre_scores_gemma":[0.001692857,0.8607922,0.000749367,0.06906007,0.04440658,0.0006712636,0.0008627217,0.0001094817,0.02165542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05826104,"threshold_uncertainty_score":0.1949026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191335006632523,"score_gpt":0.342589235002491,"score_spread":0.2234557343392387,"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."}}