{"id":"W2890390961","doi":"10.22201/fq.18708404e.1998.6.66515","title":"Designing and Developing Science-Technology-Society (STS) Video Resources for High School Chemistry Students in Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"Educación Química","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Science education; Curriculum development; Technology and society; Engineering ethics; Library science; Mathematics education; Engineering; Sociology; Computer science; Pedagogy; Psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00218669,0.0003925341,0.0002301808,0.002472434,0.005280307,0.002952169,0.002002508,0.0005999217,0.01178981],"category_scores_gemma":[0.00279645,0.0003963815,0.0001653153,0.001872788,0.0008750448,0.0009059493,0.001529624,0.0005886385,0.001345345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02199381,"about_ca_system_score_gemma":0.07619615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9274817,"about_ca_topic_score_gemma":0.9842992,"domain_scores_codex":[0.9992154,0.0001719843,0.00002184597,0.00007986611,0.0001951529,0.0003158389],"domain_scores_gemma":[0.9970922,0.000292294,0.00006444276,0.00004782047,0.001126893,0.00137625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006924144,0.003636819,0.05467754,0.001402138,0.00003225652,0.003094696,0.0646376,0.00786055,0.03712508,0.01028504,0.113833,0.7027228],"study_design_scores_gemma":[0.0003144868,0.001059406,0.1802272,0.001170876,0.0001085793,0.0004745042,0.1728397,0.01270093,0.02350073,0.001752871,0.6055841,0.0002667384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389827,0.001122192,0.01809336,0.003712247,0.0002228681,0.003305126,0.002790615,0.001379239,0.1303918],"genre_scores_gemma":[0.8316475,0.002152623,0.07472079,0.000696448,0.00003707613,0.001121055,0.003272154,0.0002463617,0.08610595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07251835,"threshold_uncertainty_score":0.159577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183273915136903,"score_gpt":0.3478023561124049,"score_spread":0.3259696169610359,"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."}}