{"id":"W1512505766","doi":"","title":"Network Weaving for Regional Development on the Tip of the Northern Peninsula","year":2011,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Weaving; Peninsula; Geography; Geology; Biology; Archaeology; Zoology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001175533,0.0001742272,0.0002149371,0.00005538904,0.00267644,0.00004013404,0.001522766,0.0001595498,0.00006323278],"category_scores_gemma":[0.0001738194,0.00007504896,0.0002194791,0.001114096,0.0004888128,0.0001875144,0.0005524218,0.0003642384,0.000008471568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808804,"about_ca_system_score_gemma":0.0003569309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000998606,"about_ca_topic_score_gemma":0.001079721,"domain_scores_codex":[0.9973659,0.0007811982,0.0001957942,0.0004230836,0.0006934555,0.0005406023],"domain_scores_gemma":[0.9979461,0.0008607298,0.0001540324,0.0002144132,0.0006906905,0.0001339796],"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":[0.05365289,0.003130143,0.3504045,0.0003031543,0.001378593,0.0008604026,0.02016228,0.0002712947,0.1118976,0.2984278,0.1298572,0.02965426],"study_design_scores_gemma":[0.001870677,0.0009578129,0.1902027,0.000137285,0.00007605071,0.000007709164,0.01418392,0.00004922388,0.02176949,0.003269367,0.7668179,0.0006578458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781888,0.000006823362,0.000007418691,0.0008119486,0.001521097,0.0008996397,0.000007991561,0.00003693401,0.01851937],"genre_scores_gemma":[0.9817611,0.000006030159,0.0001016365,0.00002072455,0.001378327,0.000001116055,0.00000908926,0.000002282493,0.01671967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6369607,"threshold_uncertainty_score":0.9986219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289374285981265,"score_gpt":0.2227570204087277,"score_spread":0.1598632775489151,"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."}}