{"id":"W3097804832","doi":"10.17605/osf.io/kwbu4","title":"Partnership Search Strategy","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"General partnership; Business; Computer science; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003452622,0.0003283663,0.0003083229,0.0002706469,0.0003809685,0.000713496,0.001717302,0.0002076141,0.678535],"category_scores_gemma":[0.001270415,0.0003322314,0.0001318774,0.0007279611,0.0004579794,0.001592153,0.001984614,0.0004012508,0.9423441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081819,"about_ca_system_score_gemma":0.00009840933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008322152,"about_ca_topic_score_gemma":0.0001851295,"domain_scores_codex":[0.9964221,0.00008120703,0.0004870204,0.001765559,0.0005577619,0.0006863974],"domain_scores_gemma":[0.9961821,0.00013548,0.0001982446,0.002899537,0.0005252057,0.00005938595],"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":[0.0004542437,0.001053352,0.1595677,0.0007900734,0.0002693027,0.00009134443,0.0007001563,0.0006185176,0.009156542,0.1242211,0.4877579,0.2153197],"study_design_scores_gemma":[0.0004351738,0.000001027562,0.03885378,0.0001139201,0.00007557542,0.0000193381,0.0003555234,0.004332822,0.0094869,0.01203699,0.9335777,0.0007112885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1152211,0.000001238051,0.002154988,0.000499417,0.0004286894,0.0004129322,0.000004077666,0.0002495153,0.8810281],"genre_scores_gemma":[0.8643647,0.00001689495,0.0001900738,0.0007734916,0.001559793,0.00005581422,0.00004368378,0.00004539792,0.1329502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7491436,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09439365532957077,"score_gpt":0.3235230887361328,"score_spread":0.2291294334065621,"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."}}