{"id":"W4237738076","doi":"10.7202/1072794ar","title":"From the Editor...","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":[0.00143571,0.001757285,0.001235486,0.001224171,0.001277167,0.003542039,0.002354825,0.006698816,0.0647762],"category_scores_gemma":[0.01354353,0.0005621757,0.0006412184,0.0006550639,0.001031594,0.002255317,0.001087386,0.00916844,0.03783402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524168,"about_ca_system_score_gemma":0.001402638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033793,"about_ca_topic_score_gemma":0.002003885,"domain_scores_codex":[0.9987332,0.0002891134,0.0001741464,0.0001896495,0.0004900723,0.0001237504],"domain_scores_gemma":[0.9929302,0.002289662,0.0004694254,0.0001853769,0.002891484,0.001233813],"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":[0.0000373553,0.00001281564,0.00008294824,0.0002177228,0.000009204806,0.0002647114,0.00001214052,0.00002075384,0.00004019812,0.0002342832,0.9855715,0.01349647],"study_design_scores_gemma":[0.00002580505,0.00003341983,0.0004111285,0.0003494398,0.00001781412,0.001163914,0.00006413558,0.00009740704,0.0001343957,0.0003387392,0.9973478,0.00001607165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001935784,0.008546311,0.0001958892,0.1322235,0.8500002,0.00002874763,0.00008406631,0.00008786772,0.008639738],"genre_scores_gemma":[0.003578877,0.01388388,0.0002225181,0.1475502,0.7683791,0.00005643239,0.00009643975,0.00006605483,0.06616665],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0647762,"threshold_uncertainty_score":0.216698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473925290492756,"score_gpt":0.2817616333643886,"score_spread":0.2570223804594611,"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."}}