{"id":"W4312946582","doi":"10.47605/tapro.v5i1.85","title":"GASTROPOD SHELL UTILIZATION PREFERENCES OF HERMIT CRAB Clibanarius zebra (DANA, 1852) (DIOGENIDAE: ANOMURA)","year":2013,"lang":"en","type":"article","venue":"TAPROBANICA The Journal of Asian Biodiversity","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nelson Mandela Metropolitan University; McGill University","keywords":"Hermit crab; Anomura; Biology; Ecology; Intertidal zone; Zoology; Range (aeronautics); Decapoda; Fishery; Crustacean","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004526881,0.0001409815,0.0003079894,0.0000226572,0.0004218609,0.00002015324,0.0006334347,0.0001510767,0.001052981],"category_scores_gemma":[0.0000824071,0.00004946842,0.0001632201,0.000226086,0.0004446429,0.0002295671,0.0001724114,0.0002270668,0.00008357748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002644963,"about_ca_system_score_gemma":0.00001744682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378654,"about_ca_topic_score_gemma":0.000524564,"domain_scores_codex":[0.9988151,0.0002574373,0.0003647246,0.0001397139,0.0001726054,0.0002503931],"domain_scores_gemma":[0.9988652,0.0001603803,0.0005444833,0.00007446706,0.0002756348,0.00007986449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004846652,0.0004600399,0.8074732,0.00002374111,0.0005353081,0.00001264945,0.0008462546,0.000009665331,0.09233869,0.00009942803,0.07105637,0.02666],"study_design_scores_gemma":[0.0002283923,0.0009585012,0.9898667,0.00001478075,0.0001089178,0.00003762731,0.00278996,0.000004224814,0.002819801,0.0006111006,0.002450012,0.0001100375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919931,0.0003789933,0.000002644704,0.006189295,0.0001547,0.0002094003,0.00003726388,0.00001269052,0.001021861],"genre_scores_gemma":[0.9991104,0.0003437985,0.0001116204,0.0002605733,0.00007994886,0.000001174543,0.000008634826,4.262006e-7,0.00008344285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823935,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990463293236485,"score_gpt":0.1913785014105076,"score_spread":0.1614738684781428,"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."}}