{"id":"W3194590952","doi":"10.4324/9780429285943-34","title":"The SNAP model of supervision","year":2021,"lang":"en","type":"article","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Premise; Process (computing); Knowledge management; Plan (archaeology); Grounded theory; Process management; Psychology; Best practice; Explanatory model; Work (physics); Evidence-based practice; Computer science; Engineering; Medicine; Qualitative research; Sociology; Political science","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":[0.00476635,0.000560633,0.0003976998,0.002018779,0.002966925,0.00403801,0.002932237,0.001691053,0.01242465],"category_scores_gemma":[0.009381221,0.0004117712,0.0006800824,0.001482107,0.005588915,0.004349446,0.004600241,0.001961267,0.003345846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00666565,"about_ca_system_score_gemma":0.01982202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872792,"about_ca_topic_score_gemma":0.02143476,"domain_scores_codex":[0.993568,0.003155681,0.0003794512,0.0006201129,0.001767085,0.0005096798],"domain_scores_gemma":[0.9960269,0.0008658018,0.0003947643,0.0003673146,0.001537448,0.0008077933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002545063,0.00005778154,0.003944469,0.0002856108,0.00002413932,0.0004304569,0.005906693,0.004968649,0.0001376985,0.905434,0.01793515,0.06084999],"study_design_scores_gemma":[0.00003900514,0.000105998,0.003429157,0.000866711,0.00002237152,0.001148168,0.005011304,0.007931644,0.0001588611,0.680003,0.3012456,0.00003822219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01706964,0.003288958,0.2994106,0.03341975,0.0006300127,0.00118977,0.0008427986,0.0008917148,0.6432568],"genre_scores_gemma":[0.6239454,0.00667438,0.2471427,0.003840846,0.0002551327,0.002849159,0.001072545,0.0001726495,0.1140472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01872792,"threshold_uncertainty_score":0.04836285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064319422132053,"score_gpt":0.4229414293546265,"score_spread":0.3165094871414212,"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."}}