{"id":"W1619871055","doi":"10.13034/jsst.v8i2.79","title":"Co-Op Student Testimonials","year":2015,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Psychology; Pedagogy; History; Archaeology","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":[0.005462584,0.0008920247,0.0008560882,0.0006817364,0.008082139,0.004488508,0.00130929,0.01031981,0.01535467],"category_scores_gemma":[0.05837987,0.0003609495,0.001003217,0.0007370148,0.001895412,0.002587419,0.005314975,0.02649429,0.006755536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997062,"about_ca_system_score_gemma":0.003103989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389617,"about_ca_topic_score_gemma":0.002602266,"domain_scores_codex":[0.9918385,0.002842586,0.0005243847,0.0007822146,0.002994621,0.001017743],"domain_scores_gemma":[0.9806747,0.007927784,0.001176643,0.001517959,0.005553429,0.003149472],"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":[0.0000827797,0.00006697531,0.0004456642,0.0001024253,0.000029111,0.002295366,0.005136922,0.00005828191,0.0007058806,0.006519258,0.9709046,0.01365256],"study_design_scores_gemma":[0.000008448752,0.00005368313,0.000360664,0.0001612519,0.00002073458,0.002172567,0.005805884,0.0001685429,0.00106237,0.002112563,0.9880378,0.00003553894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02869035,0.006329773,0.005789298,0.6612703,0.1856296,0.0003920961,0.0008928024,0.000527966,0.1104779],"genre_scores_gemma":[0.1889077,0.004478859,0.004500275,0.4509874,0.04715287,0.0008388695,0.0004850851,0.0006540903,0.3019948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01535467,"threshold_uncertainty_score":0.05136645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118425211333404,"score_gpt":0.3724576056266117,"score_spread":0.3412733535132777,"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."}}