{"id":"W6974452797","doi":"10.58079/12sz0","title":"Aquosité, viscosité, gluance","year":2024,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Table (database); Pilotage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001581956,0.0004997961,0.0004400194,0.000335629,0.001135602,0.0008704575,0.0009636751,0.001067648,0.004517987],"category_scores_gemma":[0.0002653636,0.0005944687,0.0003727806,0.002876031,0.001034317,0.006547367,0.000123802,0.001456425,0.00178911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144531,"about_ca_system_score_gemma":0.00258473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369716,"about_ca_topic_score_gemma":0.002646557,"domain_scores_codex":[0.9953303,0.001477553,0.0004426362,0.0009497018,0.0006821257,0.001117678],"domain_scores_gemma":[0.997802,0.0005648943,0.0001693,0.0004806613,0.0002762565,0.0007068502],"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":[0.00002422766,0.0001473854,0.0003486072,0.0001070686,0.0001995202,0.0004285119,0.03083123,0.00003222602,0.0007769887,0.2250669,0.7205997,0.02143768],"study_design_scores_gemma":[0.000453167,0.00009967399,0.006241592,0.0009422718,0.000173248,0.00009514543,0.03076745,0.000428929,0.0006574945,0.002216071,0.9572082,0.0007167259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06697822,0.02047114,0.0004853696,0.668022,0.007844465,0.0007862373,0.0002547532,0.0006514514,0.2345063],"genre_scores_gemma":[0.3772717,0.001744379,0.0003081723,0.0006488512,0.002504081,0.00001622072,0.00006919137,0.00005452632,0.6173828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6673732,"threshold_uncertainty_score":0.9996507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064013550461396,"score_gpt":0.2963641831572215,"score_spread":0.2557240476526076,"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."}}