{"id":"W4391772377","doi":"10.7202/1109070ar","title":"Introduction","year":2024,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004117471,0.0001967017,0.0002153624,0.0001725624,0.0005047792,0.0003934804,0.0001313331,0.00008584652,0.04680405],"category_scores_gemma":[0.0001019128,0.0002008355,0.0001288259,0.0001260467,0.0005786718,0.0003295871,0.00004804348,0.0004159795,0.01156512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502487,"about_ca_system_score_gemma":0.0001711988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01078715,"about_ca_topic_score_gemma":0.05782823,"domain_scores_codex":[0.9983481,0.00009556844,0.000255244,0.0004460441,0.0001195033,0.0007355237],"domain_scores_gemma":[0.9991286,0.000125236,0.00002798754,0.0002606434,0.0001269466,0.0003305289],"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":[0.000006139667,0.00001896713,0.000008958569,0.0003092855,0.00006984834,0.0002167407,0.002366283,0.000006962668,0.0000177331,0.57837,0.3333974,0.08521162],"study_design_scores_gemma":[0.00006378353,0.0001433178,0.00004496741,0.0003098399,0.00008633674,0.000141475,0.003636464,0.002283879,0.00002178058,0.002860117,0.9901828,0.0002252542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02506347,0.04659831,0.0005960184,0.152532,0.009017154,0.0004223528,0.0007794342,0.0002097403,0.7647815],"genre_scores_gemma":[0.1929645,0.0009405082,0.00004150732,0.00008497628,0.02016191,0.00002228499,0.00009140568,0.00004176941,0.7856511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6567853,"threshold_uncertainty_score":0.9958001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013338820879415,"score_gpt":0.2400937073073003,"score_spread":0.2199603190985061,"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."}}