{"id":"W88262110","doi":"","title":"Challenges Facing Rural Communities: A Newfoundland and Labrador Perspective","year":2005,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Geography; Environmental planning; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248684,0.00014325,0.0002270263,0.00001315245,0.0002643768,0.00004452585,0.0001601828,0.00003732271,0.0008960759],"category_scores_gemma":[0.0000159454,0.00006192013,0.00005095106,0.0001102098,0.00007049254,0.0002027269,0.00003584918,0.0001081808,0.00003529287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999405,"about_ca_system_score_gemma":0.0000448235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4368464,"about_ca_topic_score_gemma":0.9522741,"domain_scores_codex":[0.9992013,0.00009990163,0.0001672738,0.0001282405,0.00008955278,0.000313735],"domain_scores_gemma":[0.9994743,0.00006515696,0.00003549564,0.00006790461,0.0000556658,0.0003014105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000340405,0.00001574627,0.01714432,0.0002025665,0.00002684755,0.000005652845,0.001742911,1.183433e-7,0.000027918,0.0007299316,0.00603352,0.974067],"study_design_scores_gemma":[0.0001188619,0.00008523047,0.1749385,0.0007986599,0.00002667626,0.00002938138,0.05107952,0.000005680482,0.000003179357,0.0004750317,0.7721137,0.0003255328],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6783096,0.2422467,5.189664e-8,0.07344759,0.00003881982,0.00047697,0.00003465153,0.00002846853,0.005417158],"genre_scores_gemma":[0.8498787,0.1437026,0.0000277143,0.005939976,0.0001030636,0.00002814793,0.00005569542,9.545987e-7,0.0002631824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9737415,"threshold_uncertainty_score":0.9811402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201728421363295,"score_gpt":0.2457390817146874,"score_spread":0.2137217975010544,"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."}}