{"id":"W2757068432","doi":"","title":"Writing for science journals: Tips, tricks, and a learning plan [Book Review]","year":2017,"lang":"en","type":"article","venue":"Chemistry in Australia","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Plan (archaeology); Project commissioning; Library science; Computer science; History; Political science; Law; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003892844,0.001260698,0.001578394,0.003220472,0.0009460733,0.006234605,0.002247322,0.002722004,0.02545988],"category_scores_gemma":[0.02219342,0.0006539851,0.001019121,0.004213433,0.001605302,0.004827733,0.001841975,0.005247573,0.02393512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896638,"about_ca_system_score_gemma":0.009875999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007561931,"about_ca_topic_score_gemma":0.02446398,"domain_scores_codex":[0.9967285,0.000645767,0.0002978106,0.0002122899,0.001948989,0.0001666464],"domain_scores_gemma":[0.9837379,0.006176259,0.001381682,0.0003354894,0.007056206,0.001312395],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001442371,0.00001308879,0.00003178542,0.001993786,0.00001652696,0.00001761311,0.00004257767,0.00003683371,0.00006544749,0.0005042006,0.8000006,0.1972632],"study_design_scores_gemma":[0.00001748516,0.00003871259,0.0005226397,0.004328059,0.00002722311,0.00023784,0.00008411187,0.00004027588,0.00006650903,0.000799057,0.9938136,0.00002435935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003193328,0.8705589,0.002111756,0.04122239,0.05302165,0.0002444464,0.0003950758,0.0005595839,0.03156697],"genre_scores_gemma":[0.002444066,0.8678223,0.005524421,0.02748359,0.02708623,0.0003258502,0.0009823323,0.0002270469,0.06810416],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9961072,"threshold_uncertainty_score":0.08517182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279329924278237,"score_gpt":0.3595822273652124,"score_spread":0.2316492349373886,"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."}}