{"id":"W6985152131","doi":"","title":"Calgary Alumni","year":2010,"lang":"en","type":"other","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Field (mathematics); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008697602,0.0008665753,0.0005820359,0.003301487,0.01284072,0.006656614,0.001230665,0.00142024,0.7615091],"category_scores_gemma":[0.003172458,0.0005024155,0.0003439241,0.002708919,0.0009147148,0.001889044,0.004346514,0.00243347,0.4851347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003552377,"about_ca_system_score_gemma":0.009010413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04925644,"about_ca_topic_score_gemma":0.2528878,"domain_scores_codex":[0.9992772,0.00006035196,0.0000225861,0.00009510456,0.0003027818,0.0002419626],"domain_scores_gemma":[0.9959857,0.0001495854,0.0000851369,0.00025724,0.001486298,0.002036032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001215878,0.00006149559,0.0005329478,0.00002582796,8.58342e-7,0.00004910315,0.0003336267,0.000007039549,0.00005764896,0.002169276,0.9551732,0.04157669],"study_design_scores_gemma":[0.000007805265,0.00001378945,0.002773466,0.00005048784,0.000001852937,0.00003571673,0.001450401,0.0000216566,0.0001000363,0.0005192684,0.9950207,0.000004711136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001623686,0.0002731911,0.00004223906,0.002048033,0.0006760861,0.00005575615,0.0007510259,0.0002655888,0.9942644],"genre_scores_gemma":[0.001275733,0.0001033996,0.00003506826,0.0002439374,0.0000420238,0.00001058844,0.0001661947,0.0000561532,0.998067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7615091,"threshold_uncertainty_score":0.3401783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241009332969515,"score_gpt":0.2343394456916516,"score_spread":0.2219293523619564,"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."}}