{"id":"W7161937797","doi":"10.82308/46387","title":"Individual instructor's perceptions of teaching context : identifying facilitators and barriers to completion of teaching projects","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Context (archaeology); Perception; Professional development; Higher education; Work (physics); Scale (ratio); Faculty development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003185544,0.0001942491,0.0002308556,0.0005724364,0.0009621237,0.001196633,0.0005858364,0.0003523573,0.001146844],"category_scores_gemma":[0.01835851,0.0002422024,0.0001424339,0.0003009143,0.0006426794,0.0006091865,0.001313317,0.0004279049,0.0001540622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008770486,"about_ca_system_score_gemma":0.002229471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008316116,"about_ca_topic_score_gemma":0.01644359,"domain_scores_codex":[0.9971586,0.001472777,0.00019547,0.0002066032,0.0005873494,0.0003791922],"domain_scores_gemma":[0.9834879,0.008484426,0.003119025,0.0004032436,0.001971093,0.002534311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001174333,0.0004180706,0.8544309,0.0001481333,0.00003221402,0.0003758633,0.09891045,0.0002009434,0.003066335,0.0001637727,0.0003451707,0.0417907],"study_design_scores_gemma":[0.00002145335,0.0005934257,0.8380964,0.0001330487,0.00003670412,0.0003618444,0.1545998,0.001458452,0.0009962715,0.0002239028,0.003444364,0.00003424511],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992111,0.00005492199,0.0002579638,0.00005774722,0.000002270229,0.00001095336,0.000005642271,0.000003982769,0.0003954921],"genre_scores_gemma":[0.9994631,0.00005449441,0.0002933095,0.00001428774,0.000002355165,0.00001147873,0.000008426983,0.000001919061,0.0001504906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008316116,"threshold_uncertainty_score":0.01684695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069431985928143,"score_gpt":0.4410822332195304,"score_spread":0.3341390346267161,"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."}}