{"id":"W4402820849","doi":"10.1108/978-1-83797-492-420241009","title":"Skills for Taking Action","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Action (physics); Psychology; Computer science; Physics","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":[0.000961174,0.000660727,0.0002679216,0.0007273389,0.002323968,0.002766326,0.0008954663,0.001818463,0.06286073],"category_scores_gemma":[0.002374946,0.0002577726,0.000288172,0.0003514289,0.003967946,0.002644601,0.003045535,0.004396071,0.03117942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481627,"about_ca_system_score_gemma":0.004731431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004764167,"about_ca_topic_score_gemma":0.01300637,"domain_scores_codex":[0.9992707,0.0002086219,0.00002098325,0.00008456293,0.0003077339,0.0001074582],"domain_scores_gemma":[0.9992925,0.0002008221,0.00003415989,0.00009477165,0.0001888248,0.0001888325],"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":[0.00000791,0.00008552404,0.0001370034,0.000113544,0.000002409152,0.00009090938,0.004026477,0.0002628838,0.0003724914,0.4465175,0.3898359,0.1585475],"study_design_scores_gemma":[0.000003431452,0.00001331634,0.0003080123,0.0002264166,0.000001279201,0.0001031091,0.0009219021,0.0001433658,0.0001206944,0.07737562,0.9207779,0.000005060198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003856496,0.0007614357,0.003776391,0.00418965,0.0004742179,0.00005533411,0.00002319056,0.00007372131,0.9902604],"genre_scores_gemma":[0.01255587,0.001092978,0.005019168,0.002408068,0.000182657,0.0001273414,0.00004881207,0.00006278261,0.9785024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06286073,"threshold_uncertainty_score":0.2102901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08404551248889948,"score_gpt":0.3975121976975258,"score_spread":0.3134666852086263,"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."}}