{"id":"W2804241650","doi":"","title":"Quelques pistes de lecture... / Some Paths of Interest...","year":2012,"lang":"fr","type":"article","venue":"Espace Sculpture","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002856705,0.0003743273,0.0003972572,0.00008759199,0.0001053114,0.00060376,0.0005707368,0.0003324991,0.0001331612],"category_scores_gemma":[0.0002682953,0.0002688027,0.0002775937,0.0004035322,0.0002507064,0.004536619,0.0003424866,0.0004070145,0.0001395631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656765,"about_ca_system_score_gemma":0.0001891642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006736154,"about_ca_topic_score_gemma":0.0002830218,"domain_scores_codex":[0.998024,0.0001666386,0.0003014487,0.0003278766,0.0002506577,0.000929373],"domain_scores_gemma":[0.9983579,0.0000803469,0.0002153345,0.0005827291,0.0001916001,0.0005720838],"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":[0.00002133082,0.0003740096,0.0009602357,0.0002448884,0.00009558718,0.00004223535,0.03087568,0.00007033042,0.007379613,0.9175143,0.02492468,0.01749713],"study_design_scores_gemma":[0.0006231247,0.0005473274,0.01882258,0.001056577,0.000104979,0.0005767996,0.000583451,0.000929988,0.07230532,0.06425363,0.8390947,0.001101525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2776678,0.4430307,0.05175665,0.08117834,0.01439034,0.001046341,0.0001502632,0.0005951331,0.1301844],"genre_scores_gemma":[0.957404,0.0003336155,0.004469994,0.002849365,0.001163688,0.000004360477,0.000006413442,0.00002630278,0.03374222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8532606,"threshold_uncertainty_score":0.9999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839005100849395,"score_gpt":0.3115288614655136,"score_spread":0.1276283513805741,"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."}}