{"id":"W2996446388","doi":"10.1007/978-3-030-32846-7_4","title":"A Proposal for Determining Influencing Factors","year":2019,"lang":"en","type":"book-chapter","venue":"Springer briefs in education","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perception; Function (biology); Institution; Psychology; Computer science; Management science; Engineering ethics; Sociology; Engineering; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01319969,0.002629123,0.001377142,0.006166078,0.002670302,0.005681371,0.003392239,0.002631933,0.03918183],"category_scores_gemma":[0.02631188,0.0007817571,0.002484931,0.00528835,0.002488903,0.00644963,0.002530873,0.002928884,0.009397418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149261,"about_ca_system_score_gemma":0.01093656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697345,"about_ca_topic_score_gemma":0.008941081,"domain_scores_codex":[0.9954891,0.001694228,0.0004349153,0.0009915213,0.001133474,0.0002567844],"domain_scores_gemma":[0.9862554,0.006677217,0.0006253456,0.0007369341,0.00514039,0.0005646534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003658668,0.0008835843,0.06398331,0.001495407,0.0003015228,0.001023747,0.00705545,0.003411199,0.004265872,0.3352509,0.104384,0.4775792],"study_design_scores_gemma":[0.0003398398,0.001126954,0.0736011,0.00178198,0.0009033962,0.00173085,0.03194731,0.03582065,0.004390548,0.6175342,0.2303564,0.000466663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04977121,0.002860536,0.7733527,0.06689747,0.006269173,0.006208797,0.004162795,0.002689254,0.08778798],"genre_scores_gemma":[0.1434769,0.001866779,0.7548282,0.004893003,0.0009111648,0.005486736,0.003144768,0.0003656386,0.0850268],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03918183,"threshold_uncertainty_score":0.1310763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420819062632253,"score_gpt":0.367253151008209,"score_spread":0.3251712447449837,"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."}}