{"id":"W4318389353","doi":"10.29173/writingacrossuofa41","title":"Writing is an Interactive Process.","year":2023,"lang":"en","type":"article","venue":"Writing across the University of Alberta","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Writing process; Process (computing); Mood; The Internet; Computer science; Life writing; World Wide Web; Internet privacy; Psychology; Multimedia; Art; Literature; Social psychology; Mathematics education; Narrative","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004050114,0.0008257016,0.0005829342,0.001618866,0.005719631,0.01089303,0.001463856,0.001776791,0.02837734],"category_scores_gemma":[0.01838299,0.0003773394,0.0006474297,0.001414745,0.0098133,0.006595177,0.01069732,0.002146321,0.01746295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501476,"about_ca_system_score_gemma":0.003789556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159195,"about_ca_topic_score_gemma":0.002510386,"domain_scores_codex":[0.9870028,0.005278447,0.0005182549,0.001369375,0.005207112,0.000623955],"domain_scores_gemma":[0.9866719,0.005875187,0.001123864,0.002071589,0.00195246,0.002305059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001541083,0.0003725413,0.004250727,0.001767682,0.0001312603,0.001739668,0.1632865,0.0005907676,0.01130973,0.2310144,0.1782334,0.4071491],"study_design_scores_gemma":[0.00001860149,0.00009249167,0.002813195,0.0006915247,0.0000207104,0.001035181,0.01336962,0.0002682998,0.001321985,0.04550004,0.9348117,0.00005682444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02197371,0.003728481,0.04863294,0.009874677,0.001670311,0.0005751,0.0003272368,0.001547705,0.91167],"genre_scores_gemma":[0.4512862,0.007737197,0.06747107,0.006657893,0.001453035,0.000971295,0.0007084527,0.00104061,0.4626743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02837734,"threshold_uncertainty_score":0.0949316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577732008776067,"score_gpt":0.360358100896847,"score_spread":0.3245807808090863,"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."}}