{"id":"W1519880192","doi":"10.38140/pie.v30i1.1740","title":"Rural school children picturing family life","year":2012,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rurality; Context (archaeology); Rural area; Family life; Insider; Perspective (graphical); Everyday life; Citizen journalism; Participatory action research; Population; Sociology; Geography; Socioeconomics; Economic growth; Psychology; Political science; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007998068,0.000331428,0.0002355444,0.001028975,0.003078477,0.002063636,0.0003509485,0.0006322878,0.006814238],"category_scores_gemma":[0.001640638,0.0002978366,0.0001930879,0.0008454819,0.002683791,0.001798324,0.002137606,0.001069958,0.0005042675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075668,"about_ca_system_score_gemma":0.0005644003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188273,"about_ca_topic_score_gemma":0.02518252,"domain_scores_codex":[0.9994951,0.0002903468,0.00001731087,0.00004142703,0.00005437063,0.0001015086],"domain_scores_gemma":[0.9992912,0.000323129,0.0001804215,0.00005744841,0.000062052,0.00008567236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002810377,0.00004217021,0.01448984,0.00009455624,0.000005498849,0.001095659,0.965123,0.00007996793,0.001676636,0.004498727,0.001529177,0.01133669],"study_design_scores_gemma":[0.000004291769,0.00005763831,0.03808807,0.0001230329,0.000008751034,0.001160563,0.9241161,0.00003977675,0.0005433037,0.0007926345,0.03504605,0.00001981375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697898,0.0007918956,0.0005089077,0.001412222,0.00002341257,0.00003110493,0.0001393732,0.00002896777,0.02727419],"genre_scores_gemma":[0.9938235,0.0009220907,0.00048738,0.000107975,0.00000830698,0.00002127414,0.00003526487,0.000009582818,0.004584539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188273,"threshold_uncertainty_score":0.0236271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592214860114164,"score_gpt":0.3776470758515396,"score_spread":0.351724927250398,"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."}}