{"id":"W2129180670","doi":"10.7202/501286ar","title":"La plus-value des images","year":2005,"lang":"fr","type":"article","venue":"Études littéraires","topic":"Categorization, perception, and language","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Value (mathematics); Art; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0005827462,0.0003879422,0.000363617,0.0001721985,0.0003059741,0.0001819475,0.0003744521,0.0004546243,0.01424061],"category_scores_gemma":[0.0001153453,0.0004018553,0.0002259977,0.0003731989,0.0009400792,0.0004425736,0.00008520838,0.0003540861,0.002445983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572012,"about_ca_system_score_gemma":0.0001835574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00333329,"about_ca_topic_score_gemma":0.004128035,"domain_scores_codex":[0.9973521,0.0006091942,0.0004898987,0.0005843546,0.0002735553,0.0006908632],"domain_scores_gemma":[0.9986949,0.0002456708,0.0001282041,0.0005868814,0.0001213289,0.0002230354],"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":[0.0001218563,0.0009684946,0.007594077,0.0003265215,0.0002801956,0.00008903223,0.05840753,0.0005050843,0.001508642,0.4801646,0.06898641,0.3810476],"study_design_scores_gemma":[0.001146443,0.0001166839,0.1561067,0.000125178,0.0001299027,0.000206221,0.004665677,0.000152503,0.0002115651,0.001614075,0.8350523,0.0004727607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5107291,0.08052964,0.002171797,0.009145873,0.00214976,0.0005175084,0.0002857507,0.0005255238,0.3939451],"genre_scores_gemma":[0.8199565,0.002110903,0.00199933,0.0009496835,0.003664705,0.00003972841,0.00009880072,0.0000887049,0.1710916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7660659,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077878413499483,"score_gpt":0.3185617165380351,"score_spread":0.2977829324030402,"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."}}