{"id":"W6907873912","doi":"10.25335/9r6h-wy41","title":"Perceptions of ideal counsellor role held by secondary school principals in southwestern Ontario","year":2024,"lang":"en","type":"article","venue":"Michigan State University Libraries","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ideal (ethics); Perception; Qualitative research; Power (physics); Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001671302,0.000156369,0.0002192177,0.0002494376,0.0001082809,0.0001320471,0.0002504991,0.0001102462,0.006627603],"category_scores_gemma":[0.000005842167,0.0001713357,0.00008809385,0.0002513119,0.0001222565,0.0009596729,0.00008653,0.00047204,0.0003240942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004577476,"about_ca_system_score_gemma":0.0003625912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03265117,"about_ca_topic_score_gemma":0.09905232,"domain_scores_codex":[0.9988862,0.0001189601,0.0002300628,0.0003564571,0.0001495786,0.0002587778],"domain_scores_gemma":[0.9993777,0.0001704955,0.00005477614,0.0002583034,0.00003141028,0.0001073307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00186832,0.0007313835,0.1615481,0.0002844816,0.0006022964,0.0008417462,0.7688121,0.0001075993,0.009895535,0.007596815,0.02315985,0.0245518],"study_design_scores_gemma":[0.0009161567,0.0001916446,0.04560106,0.0001264559,0.00006808658,0.00001645544,0.04639408,0.0001039494,0.0001439603,0.001167773,0.9049253,0.0003450808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984347,0.002036373,0.0002002114,0.000299281,0.0003005477,0.0001483756,0.0003572173,0.0001069816,0.01220399],"genre_scores_gemma":[0.9238787,0.0003365563,0.0002530328,0.0001432476,0.00002700981,8.550173e-7,0.0001242555,0.00002447012,0.07521184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817654,"threshold_uncertainty_score":0.9942805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997206758805022,"score_gpt":0.2339725110920916,"score_spread":0.2240004435040414,"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."}}