{"id":"W1499399627","doi":"","title":"Take it like a real writer: succeeding in peer-reviewed publishing","year":2014,"lang":"en","type":"article","venue":"","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Publishing; Procrastination; Process (computing); Point (geometry); Order (exchange); Computer science; Peer review; World Wide Web; Public relations; Psychology; Political science; Social psychology; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1025712,0.001395123,0.002104704,0.002644005,0.01715668,0.06155556,0.003987939,0.01609491,0.007313249],"category_scores_gemma":[0.3963282,0.001276515,0.001570896,0.002145313,0.0150072,0.03333366,0.01517525,0.02368506,0.009672687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003104733,"about_ca_system_score_gemma":0.0182986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006347758,"about_ca_topic_score_gemma":0.002559961,"domain_scores_codex":[0.800817,0.1069946,0.01327853,0.007035886,0.06557014,0.006303974],"domain_scores_gemma":[0.5274268,0.2418232,0.02638255,0.0181198,0.1238539,0.06239378],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111848,0.0001652593,0.001208897,0.001629119,0.0001091338,0.00248413,0.03147394,0.0001232395,0.001197389,0.01869582,0.798662,0.1441399],"study_design_scores_gemma":[0.00007055458,0.0003393325,0.0009489508,0.002120529,0.00008490215,0.004133108,0.02399233,0.000367477,0.001077569,0.02624059,0.9403785,0.0002461728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004876089,0.01510048,0.008495174,0.5880411,0.3673497,0.0001863124,0.0000161057,0.0008454182,0.01508961],"genre_scores_gemma":[0.1323638,0.04166607,0.04806217,0.2270158,0.497849,0.0006161372,0.00009741034,0.002347579,0.04998201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8974288,"threshold_uncertainty_score":0.542455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667147064955742,"score_gpt":0.419014562181228,"score_spread":0.3523430915316706,"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."}}