{"id":"W7098605392","doi":"","title":"Supervision","year":2002,"lang":"en","type":"article","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Context (archaeology); Metaphor; Policy analysis; Process (computing); Quality (philosophy); Plan (archaeology); Conceptual model","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005941821,0.0005329532,0.0004794263,0.001685167,0.00518414,0.003895742,0.002529915,0.001616655,0.2231498],"category_scores_gemma":[0.01617208,0.0003406243,0.0003887615,0.001574183,0.001480381,0.001574116,0.004208138,0.001948656,0.057296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116274,"about_ca_system_score_gemma":0.05044077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1682185,"about_ca_topic_score_gemma":0.2459292,"domain_scores_codex":[0.9922255,0.001249587,0.0004303465,0.0008975116,0.00341463,0.001782435],"domain_scores_gemma":[0.9830466,0.001048343,0.0008450876,0.00129619,0.008448753,0.005314976],"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":[0.0001032869,0.00008014431,0.005571953,0.0002514028,0.000009157514,0.0002407954,0.001983336,0.0003500608,0.0003503088,0.03880782,0.7368076,0.2154442],"study_design_scores_gemma":[0.00001191032,0.00002163905,0.002818196,0.0001557254,0.000002984601,0.0001338573,0.0008196792,0.0001287867,0.0001023323,0.001744175,0.9940512,0.000009624033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006399448,0.003291932,0.005663779,0.02036872,0.004737033,0.0004850453,0.001901273,0.001019263,0.9561335],"genre_scores_gemma":[0.08695547,0.002896573,0.004453969,0.006355334,0.001144033,0.0002378291,0.002061045,0.0003594662,0.8955362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7768502,"threshold_uncertainty_score":0.7465105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.30951385906931,"score_gpt":0.4102779768177165,"score_spread":0.1007641177484065,"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."}}