{"id":"W4249547895","doi":"10.1177/070674370004501011","title":"Small Community—Broad Perspective","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001125165,0.00006680188,0.0001099686,0.00005731478,0.002399874,0.0001036384,0.0005970562,0.00008604208,0.001751445],"category_scores_gemma":[0.00006566291,0.00005017549,0.0001286557,0.0002612307,0.000494397,0.00008667263,0.000004067606,0.0007063384,0.000062165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593265,"about_ca_system_score_gemma":0.003244183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5043409,"about_ca_topic_score_gemma":0.983951,"domain_scores_codex":[0.9988012,0.0005403114,0.0001631702,0.00004112198,0.0001637338,0.0002904413],"domain_scores_gemma":[0.9991198,0.00008347704,0.00009649214,0.00012425,0.0001613016,0.0004147189],"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":[0.00004692003,0.0000509204,0.01514302,0.000003202064,0.000114584,0.00001639741,0.3109142,0.00005149734,5.227208e-7,0.5904484,0.06430554,0.01890483],"study_design_scores_gemma":[0.0003317866,0.0001593645,0.02814152,0.00005738913,0.00005994239,0.00003359533,0.2334995,0.000001896843,7.748326e-7,0.6004349,0.137097,0.0001822809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.610347,0.003846763,0.000002246793,0.06874678,0.001936055,0.00008291029,0.000004467153,0.000008652583,0.3150251],"genre_scores_gemma":[0.9928238,0.0001117125,0.0001853001,0.001755573,0.002202207,6.667821e-7,2.646334e-7,0.000008353694,0.00291217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.47961,"threshold_uncertainty_score":0.9991611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166775500692589,"score_gpt":0.2784731915258578,"score_spread":0.2468054365189319,"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."}}