{"id":"W6982208639","doi":"","title":"H3 Facilitation Cascades in Marine Ecosystems","year":2019,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine ecosystem; Marine biology; Facilitation; Climate change; Marine conservation; Marine research; Marine life; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006430779,0.000342142,0.0007805237,0.0006810616,0.00005600427,0.0004734281,0.001123891,0.0001754037,0.02103636],"category_scores_gemma":[0.000298474,0.0003508855,0.00009811868,0.0002564728,0.00004934229,0.00111216,0.0005187905,0.0001852953,0.001147324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065705,"about_ca_system_score_gemma":0.0001824065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007262332,"about_ca_topic_score_gemma":0.01345575,"domain_scores_codex":[0.9977848,0.0002058417,0.0008957292,0.0004727909,0.0004277654,0.0002130839],"domain_scores_gemma":[0.9976572,0.0003335291,0.00118373,0.0006323759,0.0001365877,0.00005653219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002111473,0.000593205,0.1038563,0.005766105,0.0004666297,0.00001118487,0.0009544157,0.0001503933,0.0002240896,0.4405938,0.2087027,0.23847],"study_design_scores_gemma":[0.001149057,0.00002638977,0.02071857,0.0009301701,0.00006081367,0.000003026505,0.00004366835,0.0007485392,0.0001225456,0.01454027,0.9610514,0.0006055136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005527411,0.00003675686,0.0003928071,0.00008480247,0.0008165471,0.002710604,0.0000194264,0.0001184062,0.9902933],"genre_scores_gemma":[0.0512373,0.00005105056,0.003751835,0.0000479133,0.0001639808,0.0002240661,0.001529856,0.0003943112,0.9425997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7523487,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422638486565641,"score_gpt":0.4375849897226707,"score_spread":0.2953211410661067,"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."}}