{"id":"W7033879815","doi":"","title":"Smith, Carolyn & Jack","year":2015,"lang":"en","type":"article","venue":"DigitalResearch@Fordham (Fordham University)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Metropolitan area; Public housing; Sense of community; Quarter (Canadian coin)","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":[0.0004136522,0.0002806071,0.000279809,0.0002943842,0.0003418292,0.0001156702,0.0009889549,0.0001734466,0.005347169],"category_scores_gemma":[0.0003960618,0.0002831169,0.0001537107,0.001089574,0.001011358,0.001514188,0.001549774,0.0004103957,0.006411279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653672,"about_ca_system_score_gemma":0.0001732631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005116264,"about_ca_topic_score_gemma":0.001285832,"domain_scores_codex":[0.9974444,0.0001233007,0.0002047872,0.0006083716,0.0007055357,0.0009136071],"domain_scores_gemma":[0.9983447,0.0001377566,0.00008451181,0.0006241566,0.00009192461,0.0007169936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005479537,0.0006565631,0.5897529,0.00003842723,0.0001589926,0.001034936,0.0009993413,0.0009433687,0.0003811881,0.01229591,0.3802427,0.01294775],"study_design_scores_gemma":[0.0009922254,0.0002574208,0.03383283,0.000008396019,0.00001305126,0.00003744062,0.001059854,0.00007215433,0.0002442135,0.001943437,0.9611623,0.0003766739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3742594,0.00001618008,0.0002702182,0.0004873043,0.0001438414,0.0002541954,0.00002523839,0.0001275691,0.6244161],"genre_scores_gemma":[0.720346,0.00006619569,0.0005027375,0.000214605,0.00009424664,0.000003942677,0.00005887183,0.00003661987,0.2786768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5809196,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05970233858948345,"score_gpt":0.2302733923856749,"score_spread":0.1705710537961915,"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."}}