{"id":"W2779078193","doi":"10.37119/ojs2017.v23i2.374","title":"A Review of The Way of the Teacher: A Path for Personal Growth and Professional Fulfillment by Sandra Finney and Jane Thurgood Sagal","year":2017,"lang":"en","type":"review","venue":"in education","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bachelor; Professional development; Path (computing); Core (optical fiber); Sociology; Psychology; Pedagogy; Political science; Computer science; Law; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002754709,0.0008359338,0.00158706,0.00334363,0.0008033958,0.002797537,0.001157634,0.002425598,0.004514968],"category_scores_gemma":[0.008510856,0.0005277965,0.0007499773,0.004545061,0.001251754,0.00464429,0.001746908,0.005801171,0.002546213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420126,"about_ca_system_score_gemma":0.007508381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941202,"about_ca_topic_score_gemma":0.01535705,"domain_scores_codex":[0.9983571,0.0004835984,0.0002441448,0.0001906315,0.0006192378,0.0001053183],"domain_scores_gemma":[0.9946196,0.002636726,0.0005238605,0.00008227845,0.001731683,0.0004058831],"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":[0.00005916491,0.00003062856,0.0001733145,0.02137459,0.00009171211,0.0001154217,0.000420653,0.00007974214,0.0002700141,0.005657448,0.6468158,0.3249115],"study_design_scores_gemma":[0.00000889164,0.00002556365,0.0002840947,0.01326957,0.00004627902,0.0002730094,0.0002142281,0.00001063281,0.00005042576,0.001168357,0.9846334,0.00001555502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002043282,0.9930541,0.00003190451,0.004564919,0.001849845,0.000003352861,0.00001046036,0.000002871354,0.0004622068],"genre_scores_gemma":[0.0003303785,0.9920655,0.00009744742,0.005184612,0.001207587,0.00001132427,0.00002237931,0.000003630212,0.001077124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006941202,"threshold_uncertainty_score":0.01755935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730957801560728,"score_gpt":0.3840954269063913,"score_spread":0.306785848890784,"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."}}