{"id":"W4321022320","doi":"10.22329/jtl.v16i3.6961","title":"Towards Local Community Involvement in Students’ Science Learning: Perspectives of Students and Teachers","year":2022,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus+","keywords":"European commission; Pedagogy; Learning community; Science education; Political science; Qualitative research; Sociology; Social science; European union","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01711329,0.000109262,0.0002385862,0.0005212525,0.001421851,0.0002206756,0.001229909,0.00002386195,0.000006581306],"category_scores_gemma":[0.001238633,0.0001057818,0.00003943472,0.0003504407,0.0002320359,0.0005043336,0.001281218,0.004789687,1.816974e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636786,"about_ca_system_score_gemma":0.0001819148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323254,"about_ca_topic_score_gemma":0.000005574144,"domain_scores_codex":[0.9948595,0.003192315,0.0003974043,0.0001974716,0.00114301,0.0002103572],"domain_scores_gemma":[0.9987771,0.0003141542,0.0005446598,0.0001637924,0.00009597235,0.0001043283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001385252,0.0003925399,0.5882332,0.00001387141,0.00002102966,0.000005309948,0.3362221,0.02534158,0.0007883561,0.0003396918,0.000008819282,0.04861969],"study_design_scores_gemma":[0.0007624529,0.001252837,0.6190485,0.0001012625,0.00001169467,0.00006954303,0.372433,0.004973992,0.00004764859,0.0001629466,0.001004478,0.0001315707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895043,0.000410173,0.009343007,0.0002937228,0.0001488809,0.00007166964,6.333404e-8,0.00001648866,0.0002116798],"genre_scores_gemma":[0.9953308,0.00003310289,0.004440317,0.00003550711,0.00002624131,0.000003638975,2.149592e-7,0.000007381002,0.0001228521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04848812,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412258289821795,"score_gpt":0.3390546349109222,"score_spread":0.3149320520127043,"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."}}