{"id":"W4313181592","doi":"10.22329/csw.v22i1.6895","title":"Welcome","year":2021,"lang":"en","type":"article","venue":"Critical Social Work","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001323484,0.00009579873,0.0001721816,0.00001525714,0.0004766223,0.00009140675,0.0001069915,0.0001172958,0.005720865],"category_scores_gemma":[0.001537332,0.0001076004,0.0001260954,0.0009680673,0.0003047788,0.00006302413,0.00009367421,0.0002337737,0.02077101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008635179,"about_ca_system_score_gemma":0.00005815212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001449302,"about_ca_topic_score_gemma":0.000002163209,"domain_scores_codex":[0.9987807,0.000135031,0.0001445049,0.0002264377,0.0002778745,0.0004354896],"domain_scores_gemma":[0.9992609,0.0002895168,0.000008547049,0.0001299007,0.0001585131,0.0001526437],"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":[0.00002581464,0.0002441854,0.00182385,0.00001877242,0.00002378379,0.0004550528,0.0003547509,2.498309e-7,0.000841626,0.8609999,0.1307744,0.004437556],"study_design_scores_gemma":[0.000514882,0.00001702624,0.05045778,0.00004158189,0.00008069254,0.00001799345,0.0006123788,0.000004630544,0.001400095,0.1141021,0.8322405,0.0005102922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2755831,0.001799117,0.001351574,0.1308614,0.00542422,0.0002369656,0.000146604,0.001664469,0.5829326],"genre_scores_gemma":[0.9947799,5.405975e-7,0.0008454695,0.00084624,0.001724339,0.0000100227,0.00001218481,0.00004944537,0.001731828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7468978,"threshold_uncertainty_score":0.9951881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586986624459128,"score_gpt":0.3429040352627185,"score_spread":0.3070341690181272,"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."}}