{"id":"W2592563112","doi":"10.5539/jel.v6n2p294","title":"The Contribution of Scientific Project Competitions upon High School Students’ Acquiring a Scientific Viewpoint (Geography Lesson Case)","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Mathematics education; Data collection; Sociology; Psychology; Pedagogy; Social science; Computer science","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":[0.00798914,0.0003794363,0.00037618,0.001751844,0.00706513,0.005019271,0.001719252,0.002419753,0.006128788],"category_scores_gemma":[0.01614599,0.0003222447,0.0006708723,0.001265875,0.004266548,0.002451688,0.007125175,0.002748054,0.0005511437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809799,"about_ca_system_score_gemma":0.004132576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241643,"about_ca_topic_score_gemma":0.007804718,"domain_scores_codex":[0.9848362,0.008238137,0.0004977829,0.0007495077,0.002376456,0.003301979],"domain_scores_gemma":[0.9745151,0.007974022,0.003169878,0.0009701516,0.001882839,0.01148805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005578346,0.004623229,0.2016694,0.001025877,0.0001081642,0.04868729,0.5856264,0.001349724,0.004972097,0.03290043,0.0179735,0.1005061],"study_design_scores_gemma":[0.00007119237,0.001102466,0.1321965,0.0004221601,0.00005037037,0.01031671,0.7584001,0.002199879,0.002201631,0.005101932,0.08778764,0.0001494017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831414,0.0001145104,0.0006432768,0.001497552,0.00005402882,0.00008714502,0.00002664376,0.00001365333,0.0144218],"genre_scores_gemma":[0.9968058,0.0001010608,0.0004935593,0.00009495697,0.00002146389,0.00004883404,0.0000251091,0.000006005187,0.002403169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00798914,"threshold_uncertainty_score":0.04225111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05471741788217675,"score_gpt":0.436372521632847,"score_spread":0.3816551037506702,"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."}}