{"id":"W4251014717","doi":"10.1139/cjm-2020-0587","title":"NOTE OF APPRECIATION","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002166234,0.00002520934,0.0001016319,0.00006218797,0.0001709069,0.000006652126,0.00006447091,0.00006074167,0.0002708885],"category_scores_gemma":[0.000221108,0.00002265133,0.00005931256,0.0001276073,0.0001902352,0.0000332931,0.000004235606,0.00006359843,0.000003396686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008674009,"about_ca_system_score_gemma":0.002079375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006848799,"about_ca_topic_score_gemma":0.3878398,"domain_scores_codex":[0.9995693,0.00009620327,0.0001543556,0.00003564093,0.00002188185,0.0001226228],"domain_scores_gemma":[0.9993367,0.00004718924,0.0001180374,0.00003676641,0.0003542981,0.0001070551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003864445,0.00009759374,0.04679118,0.00005966349,0.0005515323,0.0008091806,0.1280009,0.0003858928,0.3153748,0.2509013,0.2070354,0.04995399],"study_design_scores_gemma":[0.000137146,0.0000253476,0.002671479,0.00001478349,0.00001638522,0.00007552213,0.001714042,4.618095e-7,0.001797686,0.0006612534,0.9928457,0.00004025986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927972,0.008197966,0.0007957195,0.02890691,0.004385897,0.0001091365,0.0001169768,0.000004511725,0.06468564],"genre_scores_gemma":[0.9983611,0.00006551998,0.0004325049,0.0001336822,0.0002274758,1.03056e-7,0.000003096634,0.000001808447,0.0007746962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7858102,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353151493455883,"score_gpt":0.2622510780653712,"score_spread":0.2487195631308123,"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."}}