{"id":"W7135723885","doi":"","title":"Preface","year":2020,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Université de Sherbrooke; École de Technologie Supérieure; McGill University","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":[0.00235065,0.0009093553,0.0005920787,0.003254243,0.003095719,0.004270588,0.001323984,0.001141911,0.5228891],"category_scores_gemma":[0.01839257,0.0002781105,0.0005474889,0.002075158,0.0006468105,0.002174411,0.002052895,0.002882997,0.3579172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580185,"about_ca_system_score_gemma":0.003628735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013886,"about_ca_topic_score_gemma":0.01074101,"domain_scores_codex":[0.9987677,0.0002069007,0.00007078784,0.000189385,0.0006535798,0.000111689],"domain_scores_gemma":[0.9904212,0.001327469,0.0002510062,0.0007123996,0.006146627,0.001141395],"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":[0.00002691409,0.00001341506,0.00006241937,0.00006218893,0.000001132809,0.00002035544,0.00005068926,0.00002440359,0.00005554314,0.003219116,0.9772981,0.01916577],"study_design_scores_gemma":[0.000004905637,0.000009025721,0.0002584453,0.00009502875,0.000001427455,0.00002056182,0.00009182157,0.0000118986,0.00005591852,0.001685187,0.997762,0.000003840737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001144766,0.006777221,0.004154012,0.0365863,0.2627195,0.0007692722,0.01726179,0.001327705,0.6692595],"genre_scores_gemma":[0.003988903,0.002864118,0.001581415,0.00653359,0.01933068,0.0003195322,0.00810807,0.000645023,0.9566288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4771109,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100120749382117,"score_gpt":0.2864395713352729,"score_spread":0.1764274963970612,"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."}}