{"id":"W4392829670","doi":"10.62212/revuepossibles.v45i1.405","title":"Esquisse (detail)","year":2021,"lang":"en","type":"article","venue":"Revue Possibles","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006419139,0.00004935293,0.0001012452,0.00001226738,0.0006924637,0.000065665,0.00009041373,0.00002989907,0.0007693167],"category_scores_gemma":[0.0002178166,0.00004207054,0.00006624428,0.0002477018,0.000123696,0.00009223402,0.00004360538,0.00004625796,0.0004734265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007629367,"about_ca_system_score_gemma":0.00005368909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006649951,"about_ca_topic_score_gemma":0.002494826,"domain_scores_codex":[0.9994525,0.00004507322,0.00007589813,0.0001296716,0.0001254998,0.0001713365],"domain_scores_gemma":[0.9996758,0.00004113279,0.00002353619,0.00006586601,0.0001132337,0.00008049225],"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":[0.000009906956,0.0001728734,0.009330268,0.00008684878,0.00007528323,0.000372351,0.03029321,0.000003625864,0.001202353,0.826877,0.08985297,0.04172328],"study_design_scores_gemma":[0.00004793733,0.000005448028,0.0009597091,0.00001990499,0.00001133157,0.000001372916,0.003911963,4.388264e-7,0.0001118491,0.003313933,0.9915359,0.00008019251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03163515,0.006572521,0.000008617191,0.01432844,0.0009077235,0.00006328553,0.000008466222,0.0001332791,0.9463425],"genre_scores_gemma":[0.8626752,0.004890101,0.0006020217,0.0005324492,0.0009023109,0.000009701072,0.000007599062,0.000005385092,0.1303752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.901683,"threshold_uncertainty_score":0.8423478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458923267119108,"score_gpt":0.2971034586874187,"score_spread":0.2425142260162276,"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."}}