{"id":"W4242391498","doi":"10.1111/jpy.12591","title":"Cover","year":2018,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kelp; Biology; Thallus; Cover (algebra); Habitat; Kelp forest; Ecology; Oceanography; Archaeology; Botany; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090411,0.0007064153,0.0005368057,0.001494608,0.002349602,0.001623159,0.0007262996,0.0006604727,0.8194104],"category_scores_gemma":[0.0004824529,0.00024107,0.0002179528,0.001584516,0.0003349766,0.0008186923,0.001275277,0.0007923813,0.5615181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780385,"about_ca_system_score_gemma":0.0009875619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1475243,"about_ca_topic_score_gemma":0.3680006,"domain_scores_codex":[0.9998839,0.000004153669,0.000003302366,0.00001996406,0.00005616606,0.00003248934],"domain_scores_gemma":[0.9994897,0.00002974348,0.000013528,0.00003608691,0.0003097699,0.000121152],"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":[0.00001516394,0.000007761148,0.0001649989,0.00004695239,8.849197e-7,0.00004117296,0.00002610637,0.00001864068,0.0002221556,0.000221965,0.9779201,0.02131416],"study_design_scores_gemma":[0.000002959153,0.000002849494,0.002099916,0.0000476448,0.000001130268,0.00004111566,0.00008012616,0.00003433992,0.00005982007,0.00005937153,0.9975678,0.000002892446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001496697,0.001124592,0.0002120471,0.0009813005,0.001439046,0.00009385551,0.01110021,0.0008398488,0.9827124],"genre_scores_gemma":[0.004958494,0.0005883897,0.0001043632,0.0002637282,0.0002070378,0.00001887176,0.004114089,0.0002768829,0.989468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1805896,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111343845103677,"score_gpt":0.2140980412708354,"score_spread":0.2029846028197987,"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."}}