{"id":"W4408668994","doi":"10.63485/kf2r0-m7j92","title":"McGill launches digitize on demand service","year":2009,"lang":"en","type":"preprint","venue":"","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business; On demand; Advertising; Commerce; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736453,0.0003121081,0.0002961281,0.0004723069,0.0002206131,0.0002240288,0.0005575623,0.0004447729,0.0003567544],"category_scores_gemma":[0.00006648515,0.0002789916,0.00008896312,0.0005672586,0.00004570946,0.0003090066,0.000750938,0.0006481097,0.001685587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000028051,"about_ca_system_score_gemma":0.00001351027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042016,"about_ca_topic_score_gemma":0.000452593,"domain_scores_codex":[0.9987657,0.00000382172,0.0003167665,0.0004556357,0.0001835428,0.000274537],"domain_scores_gemma":[0.9988029,0.00003393968,0.0002270256,0.0006611349,0.0002685057,0.000006515602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001264948,0.0002091681,0.002037084,0.0002996123,0.00008587851,0.00001552246,0.000005433242,0.0001328696,0.00004581361,0.8970323,0.0851124,0.01501122],"study_design_scores_gemma":[0.0005134229,0.0000134274,0.01047177,0.00036191,0.0001419308,0.000002110276,0.0001351749,0.000826569,0.0003252125,0.419055,0.5672958,0.0008576688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1452973,0.00003537009,0.0002222781,0.07420104,0.0004617105,0.0004141399,0.00001953445,0.001453817,0.7778948],"genre_scores_gemma":[0.9078364,0.00002143612,0.0005490509,0.08849306,0.0008342151,0.00005141394,0.0003519441,0.00004094635,0.001821503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7760733,"threshold_uncertainty_score":0.9999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804565149545241,"score_gpt":0.2458861064336535,"score_spread":0.2078404549382011,"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."}}