{"id":"W4394926600","doi":"10.22495/cocv21i2art2","title":"Board-related processes and innovation in small and medium-sized enterprises: A continuum logic and configurational approach","year":2024,"lang":"en","type":"article","venue":"Corporate Ownership and Control","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Business; Process management; Materials science; Knowledge management; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004448463,0.0002319168,0.0003141093,0.0002675837,0.00009516999,0.0005720106,0.00006684868,0.0001183133,0.0000132575],"category_scores_gemma":[0.0001622432,0.0001845793,0.0000153604,0.0008868423,0.0001888534,0.0007931227,0.00004359775,0.000184299,0.000005371488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001124745,"about_ca_system_score_gemma":0.00008379802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008120125,"about_ca_topic_score_gemma":0.0002488207,"domain_scores_codex":[0.9987992,0.00001906156,0.0003903563,0.0004624742,0.0001131208,0.0002157755],"domain_scores_gemma":[0.9992841,0.00009864137,0.0003334848,0.00008302826,0.0001814943,0.0000191871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001285969,0.0002006397,0.7690664,0.004424672,0.0001972232,0.0001705324,0.0009209131,0.00001539432,0.007370785,0.1896935,0.00311792,0.02353604],"study_design_scores_gemma":[0.01640935,0.0001780486,0.7634627,0.001374719,0.000396715,0.00007866618,0.001138565,0.02775677,0.0001113661,0.1546091,0.03290186,0.001582109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871092,0.004857039,0.001880774,0.003366271,0.0002614524,0.000605787,0.00002036791,0.0001024344,0.001796687],"genre_scores_gemma":[0.9973124,0.0003322334,0.00004829025,0.001260626,0.0002717049,0.00007329675,0.00005174343,0.00001894094,0.0006307315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508443,"threshold_uncertainty_score":0.7526928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064250101991312,"score_gpt":0.2098461955081665,"score_spread":0.1792036944882534,"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."}}