{"id":"W2120647945","doi":"10.1016/s0967-0653(97)87990-2","title":"10.1016/s0967-0653(97)87990-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bryozoa; Epibiont; Ecology; Mediterranean climate; Biology; Geography; Crustacean; Taxonomy (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001337415,0.003240131,0.002287055,0.003085238,0.002742225,0.004186011,0.003981221,0.006683959,0.9906481],"category_scores_gemma":[0.001901842,0.001196357,0.001745898,0.002673545,0.002330607,0.006384378,0.003839539,0.003252779,0.9937795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247712,"about_ca_system_score_gemma":0.001142985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632795,"about_ca_topic_score_gemma":0.003886475,"domain_scores_codex":[0.9992747,0.00004804169,0.00006410096,0.0002652228,0.0001814713,0.0001665266],"domain_scores_gemma":[0.997375,0.00064925,0.0001791626,0.0003085649,0.0005877585,0.0009003006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004187334,0.0002454347,0.000839243,0.0006363021,0.00004088932,0.0002703032,0.0001262236,0.0004281505,0.001807801,0.005092616,0.3788104,0.611284],"study_design_scores_gemma":[0.000068737,0.0001341634,0.0007215003,0.0004402139,0.00001691659,0.0003750407,0.0001344061,0.0001860716,0.000295426,0.0005867503,0.9970131,0.00002758518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004354176,0.0004477596,0.0006244772,0.0004656116,0.0003572896,0.0001232586,0.000702509,0.0008272043,0.9960164],"genre_scores_gemma":[0.0004705743,0.000182649,0.0002874378,0.0002276673,0.00006782207,0.00006201681,0.0003143577,0.0001468536,0.9982407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009351909,"threshold_uncertainty_score":0.01333934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005935099507391851,"score_gpt":0.1603125151210768,"score_spread":0.154377415613685,"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."}}