{"id":"W6898789952","doi":"10.57745/qzxx5u","title":"ANR_ArchiFluo_DataFig5b_101364OE483722_20230426_V0.tab","year":2023,"lang":"gl","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Identification (biology); Process (computing); Work (physics); Product (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.03183211,0.004942529,0.005096632,0.002232341,0.001244504,0.001657531,0.04282271,0.00761247,0.00265615],"category_scores_gemma":[0.04238952,0.005560616,0.0008532233,0.013815,0.002086436,0.004310632,0.03136546,0.0211282,0.8560557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594764,"about_ca_system_score_gemma":0.004778278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308824,"about_ca_topic_score_gemma":0.005468158,"domain_scores_codex":[0.9600384,0.01219304,0.004684103,0.01177067,0.005046142,0.006267693],"domain_scores_gemma":[0.9329396,0.01279849,0.002938937,0.04844498,0.0008187093,0.002059227],"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":[0.0003801667,0.001263159,0.0001026132,0.003033257,0.001791654,0.00137752,0.0002052901,0.00004631142,0.0006272588,0.00002546209,0.9774604,0.01368685],"study_design_scores_gemma":[0.002775773,0.0002702472,0.001172512,0.003427009,0.00182247,0.0001759242,0.0002762596,0.002939352,0.0001154021,0.0006060805,0.9809605,0.005458482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006945118,0.01086124,0.000414617,0.0009485495,0.008062645,0.003831499,0.9726225,0.002598193,0.0005912915],"genre_scores_gemma":[0.000001812808,0.04500561,0.01334911,0.0009445145,0.007180319,0.0005388673,0.9115606,0.002501666,0.01891753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8533996,"threshold_uncertainty_score":0.9993789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5754729404251504,"score_gpt":0.4789328744598247,"score_spread":0.09654006596532566,"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."}}