{"id":"W7097635439","doi":"","title":"PAR JEAN-FRANÇOIS OUELLET","year":2014,"lang":"en","type":"article","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Actuary; Work safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001611877,0.001255882,0.0007798701,0.001061701,0.00286005,0.005253583,0.001126216,0.00363524,0.1558113],"category_scores_gemma":[0.006577085,0.0003659399,0.0006500187,0.0006923302,0.001894269,0.003412489,0.002663898,0.004643818,0.09698129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002340764,"about_ca_system_score_gemma":0.004222471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009287192,"about_ca_topic_score_gemma":0.008748989,"domain_scores_codex":[0.9976552,0.0004193304,0.0001147952,0.0007167599,0.0008803699,0.0002136624],"domain_scores_gemma":[0.9981565,0.000533523,0.0001431045,0.0001541623,0.0006410467,0.000371718],"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":[0.00005943221,0.00002985459,0.0004584739,0.0002923161,0.00001139276,0.0004342104,0.0009967826,0.0001905834,0.000692873,0.04952376,0.8286028,0.1187076],"study_design_scores_gemma":[0.000001753672,0.000003567501,0.0001051325,0.00004733513,7.582477e-7,0.0001594383,0.00008182132,0.00002461494,0.00006954325,0.0006247952,0.9988781,0.000003218036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003819852,0.09702051,0.007420016,0.1532907,0.09474196,0.0001232025,0.001079494,0.001373983,0.6411304],"genre_scores_gemma":[0.01547195,0.0152447,0.002014064,0.01333167,0.006107749,0.00008554854,0.0002717939,0.0005614564,0.946911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8441887,"threshold_uncertainty_score":0.5212406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058855378573244,"score_gpt":0.2608769058977755,"score_spread":0.154991368040451,"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."}}