{"id":"W2228007713","doi":"10.26522/tl.v2i2.75","title":"You Should Publish That! A Primer On Educational Publishing","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Class (philosophy); Primer (cosmetics); Set (abstract data type); Publishing; Mathematics education; Curriculum; Computer science; Library science; Psychology; Pedagogy; Political science; Chemistry; Programming language; Law; Artificial intelligence","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008246266,0.0009181044,0.0009873267,0.003326245,0.003257476,0.01864686,0.002019671,0.006846242,0.1482372],"category_scores_gemma":[0.03636224,0.0007556324,0.0007917223,0.003900323,0.003750399,0.02110999,0.006076964,0.01020718,0.1904088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251069,"about_ca_system_score_gemma":0.004241338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290204,"about_ca_topic_score_gemma":0.001137022,"domain_scores_codex":[0.9921275,0.001700835,0.0008269901,0.0004871388,0.004403545,0.0004539391],"domain_scores_gemma":[0.960062,0.01346484,0.002207635,0.005993452,0.01171715,0.006554963],"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":[0.00001081366,0.00002905752,0.00006871355,0.0001772706,0.000003211573,0.00006991309,0.0002198456,0.00003009022,0.0001707607,0.0248394,0.8703457,0.1040352],"study_design_scores_gemma":[0.000001563448,0.000004358282,0.00002796616,0.0001469799,7.431678e-7,0.00006022101,0.00007874046,0.000009949774,0.00004046233,0.003542051,0.9960833,0.000003663758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003622707,0.04239002,0.0161033,0.2921812,0.2077818,0.0002214544,0.0003992807,0.002681626,0.4378791],"genre_scores_gemma":[0.005990203,0.04172041,0.01150876,0.07353649,0.07186393,0.0002167664,0.0004613351,0.002082685,0.7926194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813532,"threshold_uncertainty_score":0.495903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190516346792014,"score_gpt":0.3031122989354617,"score_spread":0.2612071354675416,"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."}}