{"id":"W4410453739","doi":"10.1007/978-3-031-88785-7_12","title":"Building New Relationships Through Informal Science: Case Studies of Urban Science Clubs and an Inuit-Led Water Stewardship Project","year":2025,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Stewardship (theology); Environmental planning; Environmental resource management; Environmental science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007870322,0.0005558502,0.0005668725,0.001826127,0.04404954,0.009167668,0.003997611,0.00367861,0.007299508],"category_scores_gemma":[0.01186967,0.0004823414,0.0004382632,0.002571197,0.01608386,0.00573493,0.01269635,0.005052565,0.0007902567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007004469,"about_ca_system_score_gemma":0.008725309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03747419,"about_ca_topic_score_gemma":0.1613642,"domain_scores_codex":[0.991811,0.005641772,0.0001017238,0.0003300835,0.0005433409,0.00157201],"domain_scores_gemma":[0.9836678,0.009393207,0.000970065,0.0006645962,0.0009647531,0.004339588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001108167,0.001877824,0.01130571,0.0001235257,0.00001725492,0.006404505,0.9367395,0.0002212257,0.000549037,0.01643338,0.003543161,0.02267404],"study_design_scores_gemma":[0.0000238872,0.0001915029,0.005737928,0.00009067783,0.00000996464,0.0005225886,0.9703305,0.0003948734,0.0002315438,0.00232927,0.02012049,0.0000167535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597789,0.0002531452,0.0009213985,0.002581737,0.00005872417,0.000191513,0.00002832391,0.00002068517,0.03616555],"genre_scores_gemma":[0.9894916,0.0002071087,0.0009638148,0.0003114257,0.00001728148,0.00009804484,0.00002570076,0.00002205837,0.008862903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9625258,"threshold_uncertainty_score":0.07451212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4234708493500157,"score_gpt":0.5123766739491077,"score_spread":0.08890582459909196,"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."}}