{"id":"W4400886658","doi":"10.56105/cjsae.v22i1.999","title":"&lt;em&gt;In Memoriam: Alan Thomas (1928–2009)&lt;/em&gt;","year":2009,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Office of International Science and Engineering","keywords":"Art; Philosophy; Theology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005100429,0.0001888266,0.0002299932,0.0003759503,0.0004781462,0.00008296718,0.0005888921,0.0001073653,0.0003206134],"category_scores_gemma":[0.00005412424,0.0001556467,0.0001200579,0.0004470127,0.00004379348,0.00009199706,0.000003268344,0.0002861504,0.00001762395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765013,"about_ca_system_score_gemma":0.0005572492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051144,"about_ca_topic_score_gemma":0.07733932,"domain_scores_codex":[0.9985172,0.0001027003,0.0005115248,0.0002704068,0.000168109,0.0004301105],"domain_scores_gemma":[0.9984043,0.00008949416,0.0002928452,0.0005730846,0.0003187527,0.0003215426],"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":[0.000182733,0.002248318,0.005371725,0.00001050533,0.0002160586,0.000006682138,0.06189487,0.00002425879,0.0005904139,0.04734557,0.6640056,0.2181033],"study_design_scores_gemma":[0.002425982,0.001740926,0.3171384,0.0001098736,0.0001356859,0.0001644932,0.04119866,0.00003697777,0.00007830342,0.02666327,0.6098407,0.0004667226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619359,0.001730327,0.0009564507,0.01189426,0.006282752,0.002866188,0.00007136157,0.00004061133,0.01422212],"genre_scores_gemma":[0.9920592,0.00008129652,0.0005651187,0.001080901,0.001240216,0.0002779642,0.00001418454,0.00003110481,0.004650054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3117667,"threshold_uncertainty_score":0.9394968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224004599994326,"score_gpt":0.3372761285899685,"score_spread":0.3148756685905358,"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."}}