{"id":"W2738959314","doi":"10.36510/learnland.v8i2.702","title":"Understanding Inquiry as Stance: Illustration and Analysis of One Teacher Researcher’s Work","year":2015,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Meaning (existential); Component (thermodynamics); Pedagogy; Work (physics); Mathematics education; Psychology; Sociology; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01272023,0.0005881655,0.0006155127,0.00390699,0.008936899,0.007375252,0.002322392,0.00279738,0.002967515],"category_scores_gemma":[0.02559687,0.000478736,0.0004444213,0.003278478,0.02119906,0.005974805,0.006101172,0.003992892,0.0004191118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004381053,"about_ca_system_score_gemma":0.004098559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006112179,"about_ca_topic_score_gemma":0.01082386,"domain_scores_codex":[0.9866218,0.01071103,0.0002803454,0.0006524713,0.001099112,0.0006351524],"domain_scores_gemma":[0.9628527,0.031981,0.001376499,0.001249392,0.001701975,0.0008385208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003088332,0.000023677,0.00104965,0.0001866019,0.000004695329,0.001205193,0.9519557,0.00007130688,0.001346484,0.03552312,0.001165972,0.007436618],"study_design_scores_gemma":[0.00001235189,0.0000657505,0.002045129,0.0003864468,0.00001341154,0.001430642,0.9236565,0.0009808772,0.001513287,0.01055409,0.05931703,0.00002441869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210473,0.003308409,0.1361673,0.02707255,0.0008255237,0.0007929995,0.0005023877,0.0003435029,0.10994],"genre_scores_gemma":[0.9646216,0.001563785,0.02367046,0.0009753951,0.0001282997,0.0004218782,0.0001016662,0.0001394039,0.008377547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272023,"threshold_uncertainty_score":0.06727177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4698501635316989,"score_gpt":0.4325162966960708,"score_spread":0.03733386683562817,"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."}}