{"id":"W7011425214","doi":"","title":"Memory Makes Sense: De/Reconstructing the Curricular Imaginaries of Pakhtun Female University Students Through Multimodal Memory-Work and Currere","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invisibility; Lived experience; Phenomenology (philosophy); Meaning (existential); Rhetoric; Ethnic group; Hermeneutics; Qualitative research; Multimodality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001320126,0.0002772003,0.0004411417,0.0002208348,0.001625153,0.0001748212,0.0005858255,0.0003885337,0.00008598228],"category_scores_gemma":[0.0006147576,0.0002728874,0.0001552662,0.0009353294,0.002514432,0.001130093,0.0003875524,0.0007801831,0.000005172774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251827,"about_ca_system_score_gemma":0.0007190165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875811,"about_ca_topic_score_gemma":0.0009004654,"domain_scores_codex":[0.9945698,0.003562595,0.0001639931,0.0004984998,0.0007080198,0.0004970742],"domain_scores_gemma":[0.9966441,0.002379406,0.0003178331,0.0002534279,0.0002010392,0.0002042206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006874254,0.0001816511,0.2587894,0.001741816,0.0008334076,0.0008043685,0.6177335,0.00002412644,0.00001478385,0.08753259,0.01682911,0.01482777],"study_design_scores_gemma":[0.0004554799,0.0000414424,0.03001369,0.000417353,0.0001549759,3.842054e-7,0.9404197,0.000003560343,0.0002389201,0.003003748,0.02484239,0.0004083729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96284,0.0002047269,0.0001094444,0.02607931,0.000300636,0.0006049599,0.00008618287,0.0001740894,0.009600682],"genre_scores_gemma":[0.6164707,0.01733063,0.02521289,0.0001188739,0.0003083427,0.000002569942,0.0002580925,0.0001492594,0.3401487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463693,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921742049748257,"score_gpt":0.3605590427625076,"score_spread":0.3213416222650251,"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."}}