{"id":"W3013934501","doi":"10.1139/cjz-2020-0044","title":"Experimentally addressing and evaluating the impact of human activities on marine organisms","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Planbureau voor de Leefomgeving; Korea Energy Economics Institute","keywords":"Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111857,0.0006722926,0.000459868,0.0005257,0.0008384127,0.001103331,0.0008026524,0.001217493,0.006368514],"category_scores_gemma":[0.004075638,0.0003699926,0.0006862323,0.0003804954,0.001516608,0.0009025675,0.001473741,0.001183459,0.00111605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007758049,"about_ca_system_score_gemma":0.001505096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179305,"about_ca_topic_score_gemma":0.01463911,"domain_scores_codex":[0.9987859,0.0003541928,0.0001104913,0.0003307485,0.0002553521,0.000163225],"domain_scores_gemma":[0.9972042,0.001061293,0.0005227164,0.0004309912,0.0004356227,0.0003452135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004618209,0.006443123,0.183697,0.00306524,0.0006555553,0.0005943676,0.002750894,0.002886951,0.6521281,0.001894946,0.003034576,0.1382311],"study_design_scores_gemma":[0.0002586246,0.04917166,0.6881333,0.0009766861,0.001340888,0.0005755798,0.008199559,0.003328428,0.2283719,0.005463816,0.01396229,0.0002172541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796708,0.00113674,0.005746006,0.0005442456,0.0003014661,0.0006002518,0.001139168,0.00005913663,0.01080215],"genre_scores_gemma":[0.9727477,0.002870641,0.01333216,0.0007565376,0.00009996759,0.001324581,0.001096746,0.00003202242,0.007739675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006368514,"threshold_uncertainty_score":0.02130479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06516110090472847,"score_gpt":0.3177421088755854,"score_spread":0.2525810079708569,"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."}}