{"id":"W6973919429","doi":"10.57745/npytqf","title":"HALLO contributor 2020 labs v2.xls","year":2023,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Column (typography); Focus (optics); Measure (data warehouse); Data collection","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":["insufficient_payload"],"category_scores_codex":[0.001725192,0.003543876,0.002124512,0.004711562,0.001429364,0.005038725,0.003800726,0.002787107,0.4053514],"category_scores_gemma":[0.0114195,0.001289345,0.002098013,0.007237959,0.0007650455,0.003298253,0.003286617,0.002642709,0.4860269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718815,"about_ca_system_score_gemma":0.003754299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0363244,"about_ca_topic_score_gemma":0.05645522,"domain_scores_codex":[0.998406,0.0002781834,0.000152013,0.0005440923,0.0003047998,0.0003150103],"domain_scores_gemma":[0.9959939,0.001191663,0.0002070202,0.001099891,0.001133084,0.0003744638],"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":[0.0000198725,0.000005516894,0.00009069873,0.0001459967,0.000007332433,0.000004668367,0.000007114087,0.00004185638,0.00002528615,0.0001265505,0.998962,0.0005629078],"study_design_scores_gemma":[0.0002267311,0.00001377275,0.001403342,0.0001959322,0.00001989286,0.00002837967,0.00007331793,0.000177186,0.0002484525,0.001294426,0.9962846,0.00003407793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003332862,0.00002314403,0.00004791111,0.0000670011,0.00004530375,0.000007478895,0.9982908,0.000676311,0.0008086987],"genre_scores_gemma":[0.0001755259,0.00002661303,0.0002303428,0.00005781555,0.00001781965,0.00005875851,0.9973832,0.0004164266,0.001633464],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5946486,"threshold_uncertainty_score":0.8481941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3715926473378097,"score_gpt":0.4483192468447093,"score_spread":0.07672659950689958,"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."}}