{"id":"W7116108156","doi":"10.57745/qczzfx","title":"straight_B.igs","year":2025,"lang":"","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006390995,0.006781075,0.002326203,0.005332334,0.001445695,0.003615597,0.003801546,0.005492879,0.1648585],"category_scores_gemma":[0.004465367,0.001528376,0.003007235,0.007506256,0.0008215451,0.002423745,0.002960819,0.002360703,0.276998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204339,"about_ca_system_score_gemma":0.00264915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05494503,"about_ca_topic_score_gemma":0.08131251,"domain_scores_codex":[0.9987164,0.0001515921,0.0000959544,0.0004704484,0.0003064208,0.0002591876],"domain_scores_gemma":[0.9982193,0.0004195913,0.000137785,0.0006155887,0.0004420398,0.000165606],"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":[0.0000635749,0.00002228837,0.0003780798,0.0005653393,0.00002412847,0.00002108086,0.00001660216,0.0003440252,0.0001215054,0.0003791019,0.9955754,0.002488792],"study_design_scores_gemma":[0.0003195074,0.00003477671,0.002419311,0.0002834101,0.0000314825,0.00007585406,0.00008743615,0.0008292036,0.0005429047,0.001499817,0.9938306,0.00004561388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001337688,0.00009700358,0.00009059889,0.00005315216,0.00003064861,0.000009074809,0.9965082,0.001966082,0.001111417],"genre_scores_gemma":[0.0004064937,0.00006226362,0.000345024,0.00004026852,0.000008008081,0.00003246265,0.9981253,0.0002381109,0.0007419806],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8351415,"threshold_uncertainty_score":0.5515067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4202318802399135,"score_gpt":0.4668940734027894,"score_spread":0.0466621931628759,"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."}}