{"id":"W3004354279","doi":"10.2505/4/jcst20_049_03_66","title":"Building First-Year Science Writing Skills With an Embedded Writing Instruction Program","year":2020,"lang":"en","type":"article","venue":"Journal of College Science Teaching","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Science education; Teaching method; Pedagogy; Higher education; Psychology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.004402671,0.0008653983,0.0004832082,0.001318139,0.002038593,0.002213742,0.002808964,0.000628159,0.01454801],"category_scores_gemma":[0.009117944,0.0004716428,0.0005219494,0.0005124208,0.0006488579,0.001400175,0.005605806,0.002022256,0.004192558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274972,"about_ca_system_score_gemma":0.008007224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012561,"about_ca_topic_score_gemma":0.004224373,"domain_scores_codex":[0.9979776,0.0004224914,0.0001167041,0.000346985,0.0006577762,0.0004784475],"domain_scores_gemma":[0.9854627,0.001425759,0.000805095,0.001162542,0.002074108,0.009069853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007646962,0.0924174,0.03550567,0.0006425998,0.00003431048,0.0008688651,0.01151081,0.001371359,0.0365823,0.001239026,0.02661438,0.7924486],"study_design_scores_gemma":[0.002513566,0.05960815,0.4402357,0.001050547,0.0002405642,0.003355175,0.0145918,0.01811649,0.1205797,0.007335724,0.3319305,0.0004419934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633618,0.00008655347,0.01642008,0.001014034,0.0002296256,0.003427472,0.0003218803,0.00233243,0.01280617],"genre_scores_gemma":[0.7069889,0.0002736033,0.2488347,0.001219446,0.0001748653,0.004775942,0.001452897,0.0004049951,0.03587469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454801,"threshold_uncertainty_score":0.04866791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593482139247465,"score_gpt":0.4040095273637387,"score_spread":0.3680747059712641,"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."}}