{"id":"W336119937","doi":"10.54322/kairaranga.v11i1.286","title":"Nurturing an Invitational Approach to Professional Development.","year":2010,"lang":"en","type":"article","venue":"Kairaranga","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Ethos; Realisation; Paradigm shift; Congruence (geometry); Value (mathematics); Pedagogy; Resource (disambiguation); Sociology; Psychology; Epistemology; Social psychology; Political science; Computer science; Philosophy; Law","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":[0.01650028,0.0006153772,0.000344988,0.00137856,0.006914983,0.008076996,0.00256998,0.003262619,0.01944906],"category_scores_gemma":[0.02525092,0.0004349917,0.0007218155,0.0004924515,0.01332505,0.006858686,0.02315261,0.007184653,0.01037853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354126,"about_ca_system_score_gemma":0.01234643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148218,"about_ca_topic_score_gemma":0.003562259,"domain_scores_codex":[0.9808668,0.01230061,0.0004712346,0.001244522,0.004093929,0.001022971],"domain_scores_gemma":[0.9788622,0.005540067,0.001205186,0.002983169,0.003719486,0.007689891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004201318,0.0003553915,0.001344848,0.0004560133,0.00002448519,0.0007372699,0.09067765,0.0002431018,0.00153295,0.5415033,0.1493141,0.2137689],"study_design_scores_gemma":[0.0000161555,0.00006914238,0.0007153361,0.0006360462,0.00000730389,0.0009646718,0.01432446,0.0002005366,0.0004502642,0.08136375,0.9012314,0.00002097784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01180653,0.007052963,0.1068316,0.1194344,0.004365272,0.0006586199,0.00007666695,0.0009140413,0.7488598],"genre_scores_gemma":[0.3903369,0.006460577,0.1380897,0.02662936,0.000816486,0.001598898,0.0001512607,0.0006914926,0.4352253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01944906,"threshold_uncertainty_score":0.08726287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029214915251039,"score_gpt":0.4088681760976677,"score_spread":0.3685760269451573,"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."}}