{"id":"W4400994838","doi":"10.69645/ljlp3357","title":"Alliances","year":2013,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.002580221,0.0005916666,0.0004711528,0.002822567,0.003609577,0.008699743,0.001362993,0.002130415,0.4436115],"category_scores_gemma":[0.007565102,0.0004194326,0.0005862801,0.00305557,0.0008102417,0.005285607,0.004820972,0.002752356,0.2798371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039062,"about_ca_system_score_gemma":0.004510135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012959,"about_ca_topic_score_gemma":0.006034117,"domain_scores_codex":[0.9969888,0.0004682269,0.0001541997,0.0004448868,0.001353825,0.0005900682],"domain_scores_gemma":[0.9954185,0.0003875025,0.0002181954,0.0008746459,0.001435889,0.001665113],"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":[0.00005129231,0.00006618869,0.0005542577,0.0001049439,0.00000680223,0.0001218293,0.0004677497,0.00006763622,0.0002860495,0.1140637,0.7832789,0.1009307],"study_design_scores_gemma":[0.000003414997,0.000006679025,0.0002428876,0.0000310922,0.000001501436,0.00004501273,0.0001285733,0.0000209925,0.00005591565,0.002471936,0.9969888,0.000003051734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00115654,0.001032141,0.001065886,0.003493108,0.00144271,0.00007295258,0.0008500023,0.0004730197,0.9904137],"genre_scores_gemma":[0.01304145,0.001021943,0.0008659652,0.001655849,0.0004331284,0.00008193844,0.00159031,0.0002508331,0.9810586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4436115,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274673986926521,"score_gpt":0.2233405536993798,"score_spread":0.2105938138301146,"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."}}