{"id":"W4410453762","doi":"10.1007/978-3-031-88785-7_11","title":"Exploring the Value of Place-Conscious Pedagogy in Science Education: The Green Crab Project","year":2025,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge; Memorial University of Newfoundland","funders":"","keywords":"Value (mathematics); Pedagogy; Sociology; Computer science","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":[0.003691176,0.0003584313,0.0004061628,0.0009709991,0.009665076,0.008377795,0.001287758,0.003164235,0.008216797],"category_scores_gemma":[0.003651154,0.0001867687,0.0002435426,0.001573023,0.03187037,0.005855709,0.008767013,0.003605804,0.0005671924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006771082,"about_ca_system_score_gemma":0.01066971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374249,"about_ca_topic_score_gemma":0.05722802,"domain_scores_codex":[0.997951,0.001362406,0.0000140729,0.0001121396,0.000289812,0.0002706169],"domain_scores_gemma":[0.9966726,0.0025387,0.00007422295,0.0001788464,0.0001976088,0.0003379364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003689099,0.00007252122,0.000548368,0.000119246,0.000005193027,0.0002688812,0.11181,0.0002703945,0.0003699799,0.8372487,0.007674893,0.04157479],"study_design_scores_gemma":[0.00003087601,0.00009798108,0.001752924,0.0006103621,0.00001511407,0.0001989298,0.2583713,0.0004802016,0.001021206,0.3529967,0.3844005,0.00002394736],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1772378,0.009705455,0.005361229,0.04117538,0.0003125097,0.00007774006,0.00003149864,0.00005622266,0.7660421],"genre_scores_gemma":[0.9126407,0.003569185,0.003795295,0.00265742,0.00003905539,0.00008285496,0.00001248352,0.00006657284,0.07713649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01374249,"threshold_uncertainty_score":0.04912794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592844383427173,"score_gpt":0.3929642027658138,"score_spread":0.3070357589315421,"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."}}