{"id":"W2886882559","doi":"10.7717/peerj.5327","title":"Caprellid amphipods ( <i>Caprella</i> spp.) are vulnerable to both physiological and habitat-mediated effects of ocean acidification","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ocean acidification; Hydroid (botany); Biology; Habitat; Ecology; Indirect effect; Crustacean; Zoology; Botany; Climate change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737804,0.00015552,0.0002493574,0.00009541193,0.0001983673,0.00003916704,0.0001793959,0.00009282651,0.0002423806],"category_scores_gemma":[0.000609128,0.000110831,0.00004394174,0.0002829747,0.0002299113,0.00009853154,0.00001608032,0.0001174943,0.0003855253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000384038,"about_ca_system_score_gemma":0.00002457593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522271,"about_ca_topic_score_gemma":0.00009296354,"domain_scores_codex":[0.9987174,0.0002473709,0.0002110165,0.0003443682,0.0002177383,0.0002620739],"domain_scores_gemma":[0.998687,0.0006381585,0.0001233934,0.0002562968,0.00009527324,0.0001998254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001031886,0.000338364,0.5692792,0.000724257,0.0001158957,0.00002807425,0.002665953,0.001162789,0.3313227,0.00016176,0.06188558,0.0312836],"study_design_scores_gemma":[0.0003332337,0.0006205878,0.9567271,0.00004823823,0.00001975762,0.000004687894,0.0001093751,0.002550965,0.03464508,0.0001445451,0.004599444,0.0001969942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972417,0.0006824937,0.0002317814,0.0004532359,0.0002608666,0.0003307282,0.00005658699,0.00006503747,0.0006775882],"genre_scores_gemma":[0.9982551,0.0001034453,0.0004969859,0.0004336097,0.0001732144,0.000001431044,0.00006368571,0.0000057095,0.0004667959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874479,"threshold_uncertainty_score":0.4955276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161216006872423,"score_gpt":0.224080678670018,"score_spread":0.2124685186012938,"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."}}