{"id":"W2560127479","doi":"10.18733/c3588d","title":"If I Had a Hammer: Introduction","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hammer; Representation (politics); Computer science; Engineering; Political science; Structural engineering; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032105,0.0006906984,0.0003589975,0.001253657,0.01564224,0.006565074,0.001257778,0.002614651,0.09416644],"category_scores_gemma":[0.003611055,0.0003421815,0.0003487514,0.001583689,0.005712087,0.002747439,0.00241836,0.003455472,0.01510559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0218258,"about_ca_system_score_gemma":0.02327125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7698442,"about_ca_topic_score_gemma":0.9196859,"domain_scores_codex":[0.9990388,0.0001020519,0.00001479074,0.0001037635,0.0004137805,0.0003269087],"domain_scores_gemma":[0.9985909,0.0001663176,0.00003150535,0.00006867626,0.0007482298,0.0003943349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004970098,0.00001265059,0.0006244562,0.0001220288,0.000002331386,0.0002883386,0.0123337,0.00009079383,0.0006311643,0.02899346,0.9131765,0.0436749],"study_design_scores_gemma":[0.000002176138,0.000005417516,0.0008458765,0.00009344471,0.00000244741,0.000078271,0.005518312,0.00003087678,0.0001888661,0.001004172,0.9922109,0.00001936704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01218772,0.006798429,0.007329455,0.1057097,0.02025229,0.0002649763,0.003560037,0.001969254,0.8419282],"genre_scores_gemma":[0.1075483,0.004236075,0.004966156,0.01126063,0.002016401,0.0001110566,0.0007942709,0.001194126,0.867873],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2301558,"threshold_uncertainty_score":0.4630225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4369437361526462,"score_gpt":0.4236464077529681,"score_spread":0.01329732839967812,"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."}}