{"id":"W4402765963","doi":"10.4324/9781003414490-21","title":"Humanistic, Solution-Focused Implementation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanism; Political science; Law","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":[0.00402908,0.0005945462,0.0001610963,0.0006322523,0.002822481,0.005416537,0.001752147,0.001871386,0.01212448],"category_scores_gemma":[0.00413524,0.0002637654,0.0002914545,0.0006059411,0.01029139,0.003272569,0.003667176,0.0037522,0.002641205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00784546,"about_ca_system_score_gemma":0.01843011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157796,"about_ca_topic_score_gemma":0.05807617,"domain_scores_codex":[0.9971825,0.001394191,0.00004105112,0.000182574,0.0009072,0.0002924828],"domain_scores_gemma":[0.9980968,0.0007365994,0.00007073826,0.0001847492,0.0005879143,0.000323247],"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":[0.000009605932,0.00008436891,0.0002210376,0.0001664732,0.000004910227,0.00009405402,0.0110164,0.0008658433,0.0005997954,0.7823961,0.1115903,0.09295115],"study_design_scores_gemma":[0.00001399614,0.00003944814,0.0003269252,0.00027388,0.000004009961,0.0001414798,0.004413516,0.0011149,0.0007571782,0.08486617,0.9080366,0.00001187127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004929119,0.0009914519,0.05747485,0.01522398,0.0004532447,0.0002722486,0.00003025126,0.0002923703,0.9203325],"genre_scores_gemma":[0.1508083,0.002501356,0.07980596,0.008382932,0.0001213744,0.0007465713,0.0001144734,0.0004382618,0.7570807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02157796,"threshold_uncertainty_score":0.05692309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120643438009714,"score_gpt":0.3791776841313598,"score_spread":0.3179712497512627,"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."}}