{"id":"W7024588470","doi":"","title":"Small school rural community study. Study report","year":2022,"lang":"en","type":"other","venue":"Research Portal (Queen's University Belfast)","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Rural community; Rural area; Rural population; Rural community development; Rural management; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002118002,0.0004752408,0.0005301198,0.002239296,0.005281211,0.001374088,0.001225134,0.001034663,0.03025926],"category_scores_gemma":[0.003381264,0.0008593702,0.000175704,0.001820333,0.0007207656,0.001388286,0.002291574,0.001094724,0.007550417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119192,"about_ca_system_score_gemma":0.005170752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06319422,"about_ca_topic_score_gemma":0.1228635,"domain_scores_codex":[0.9987723,0.0004925284,0.00008119728,0.0001459418,0.0001997103,0.000308264],"domain_scores_gemma":[0.9946395,0.0006255967,0.000447295,0.0003654444,0.001391412,0.002530848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002556421,0.01675814,0.6109327,0.00120371,0.00006240787,0.006769971,0.126631,0.0001037607,0.004365272,0.002272664,0.1292377,0.09910621],"study_design_scores_gemma":[0.0008811522,0.004615303,0.660621,0.0003016899,0.00005913619,0.0017425,0.2299624,0.0001469743,0.0008749936,0.0005633681,0.1001479,0.00008353787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335281,0.0004886594,0.0006301515,0.002045045,0.0001728554,0.01110625,0.01663215,0.00009335332,0.03530351],"genre_scores_gemma":[0.8719757,0.001271639,0.001851317,0.002584151,0.0001686623,0.02062529,0.008881716,0.00007097559,0.09257065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06319422,"threshold_uncertainty_score":0.1256528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177305206745606,"score_gpt":0.2919203183674648,"score_spread":0.2601472663000088,"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."}}