{"id":"W1510441673","doi":"10.21432/t2wk66","title":"Is Research in New Technology Caught In the Same Old Trap? (Vol15, No. 3, 1986)","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trap (plumbing); Mathematics education; Psychology; Physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005955711,0.0004762591,0.0007529516,0.003353665,0.003110482,0.01092371,0.0008426388,0.003910105,0.0281149],"category_scores_gemma":[0.01330727,0.0007243217,0.0003990151,0.005374301,0.01453933,0.008596634,0.001902702,0.003025602,0.01067137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00735601,"about_ca_system_score_gemma":0.00744961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720836,"about_ca_topic_score_gemma":0.07591186,"domain_scores_codex":[0.9976645,0.0005636959,0.0001766481,0.0002171738,0.001180179,0.0001979273],"domain_scores_gemma":[0.9880409,0.006432174,0.0006524385,0.0007205253,0.003113901,0.001040142],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007373274,0.0000371545,0.002735224,0.0003647104,0.00002993768,0.0001412531,0.001100303,0.000118933,0.0001960914,0.04179915,0.8735763,0.07982732],"study_design_scores_gemma":[0.00001419944,0.0000209834,0.005452191,0.0007292759,0.00001678114,0.0003395317,0.0008741497,0.0001439235,0.0002536517,0.03108211,0.9610519,0.00002135918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003846487,0.4131595,0.001273517,0.4328479,0.02785961,0.00003824965,0.0001699774,0.0001293997,0.1206753],"genre_scores_gemma":[0.08835281,0.3742768,0.002763462,0.1472631,0.05446034,0.00009736212,0.0003343791,0.0002743449,0.3321774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9940443,"threshold_uncertainty_score":0.09405375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09670755214547065,"score_gpt":0.4153585311018441,"score_spread":0.3186509789563734,"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."}}