{"id":"W2098239451","doi":"","title":"Closing the Missing Links and Opening the Relationships among the Factors: A Literature Review on the Use of Clicker Technology Using the 3P Model.","year":2014,"lang":"en","type":"review","venue":"Educational Technology & Society","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Clicker; Psychology; Cognition; Product (mathematics); Identification (biology); Process (computing); Computer science; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01160149,0.0004725423,0.0008560329,0.0001458192,0.00735055,0.0002878018,0.002258179,0.001563464,0.00001838124],"category_scores_gemma":[0.0118143,0.0001783083,0.0005263357,0.00380193,0.005532208,0.0002050843,0.0004674133,0.00761423,0.000002279109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334857,"about_ca_system_score_gemma":0.00106026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005765603,"about_ca_topic_score_gemma":0.00002643093,"domain_scores_codex":[0.9931816,0.004343931,0.0009189654,0.0005421414,0.0005378171,0.0004755123],"domain_scores_gemma":[0.9856251,0.01076827,0.001623259,0.001435618,0.0005183842,0.00002940855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001714179,0.0000748134,0.002074298,0.002031735,0.0006211158,3.155508e-7,0.03399994,0.00003265461,0.000008181391,0.8282265,0.01769035,0.1152384],"study_design_scores_gemma":[0.0000405621,0.00001309874,0.0001549416,0.02472094,0.0007882383,0.00003643115,0.007977134,0.0004651748,0.000002520405,0.06379556,0.9016523,0.0003530867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001591959,0.8408356,0.001251798,0.1536023,0.0003422932,0.002052231,0.0000172237,0.00008826282,0.0002182787],"genre_scores_gemma":[0.003318763,0.9850647,0.008889728,0.001431694,0.0004171704,0.0003371775,0.00002325238,0.00006437851,0.0004530963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.883962,"threshold_uncertainty_score":0.9997327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3004808980088649,"score_gpt":0.463783213797227,"score_spread":0.1633023157883621,"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."}}