{"id":"W2591525671","doi":"10.24043/isj.299","title":"Not continents in miniature: islands as ecotones","year":2014,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecotone; Dynamism; Geography; Littoral zone; Ecology; Ecosystem; Adaptability; Economic geography; Habitat; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009029206,0.0002623921,0.0004009582,0.0009216342,0.002764613,0.005917509,0.0006307184,0.001053654,0.004258134],"category_scores_gemma":[0.002492947,0.0002496977,0.0002085521,0.001507522,0.01859139,0.0115175,0.00522018,0.002517952,0.0003609303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176623,"about_ca_system_score_gemma":0.0009942212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00756556,"about_ca_topic_score_gemma":0.01179176,"domain_scores_codex":[0.9992521,0.0004141144,0.00002973599,0.0001253742,0.00008313277,0.00009546574],"domain_scores_gemma":[0.9988801,0.000414781,0.0001273706,0.0002315009,0.0001488292,0.0001974166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003257035,0.00001238091,0.006525195,0.0001493396,0.00002470057,0.0003626491,0.05212624,0.0003125603,0.0004329965,0.9123371,0.006607138,0.02107713],"study_design_scores_gemma":[0.00002423833,0.00005429182,0.03332353,0.0004456311,0.00006247199,0.0007583897,0.07002555,0.0009128138,0.0003099708,0.4576341,0.4363945,0.0000545184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3410953,0.04212655,0.01967339,0.05771146,0.001478765,0.00008231938,0.0002621004,0.0001581724,0.537412],"genre_scores_gemma":[0.9829172,0.003585221,0.00288851,0.002198968,0.0001965389,0.00003438216,0.00004627385,0.00004627006,0.008086609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00756556,"threshold_uncertainty_score":0.01504302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596570652132151,"score_gpt":0.3311436260853428,"score_spread":0.3051779195640213,"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."}}